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  • MPI Ethno. Forsch.  (620)
  • 2020-2024  (620)
  • 2022  (620)
  • Internet videos  (595)
  • Web site development
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  • MPI Ethno. Forsch.  (620)
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  • 2020-2024  (620)
Year
  • 1
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 001.4/226
    Keywords: Stata ; Information visualization ; Statistics Computer programs ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: It takes years of experience to accumulate knowledge of the different graphs and plots. This knowledge and visualizing experiences are packed in modular form; be a part of it. About This Video Learn basic methods of data visualization, variations, and customizations of visualization methods Gain experience of different data visualization techniques and how to apply them Implement code files along with bite-sized videos in a modular and easy-to-use approach In Detail Visualizing and graphing data is vital in modern data analytics. Whether you are a data scientist, student of quantitative methods, or a business user, having an understanding of how to visualize data is an important aspect of getting data information across to other stakeholders. Many ways of visualizing data have been devised and some are better than others. However, each method has advantages and disadvantages, and having a solid understanding of what visualization might be best suited is key to delivering a concise and sharp "data message". In this course, you will learn some of the most important data visualization methods. The author will also explain, without any equations or complex statistics, what are the advantages and disadvantages of each technique. You will be shown how each graph can be created, modified, and customized in Stata throughout the course's journey. This course will help you learn and understand the basic methods of data visualization. You will also learn, in an easy manner, variations and customizations of basic visualization methods. You will gain experience with different data visualization techniques and how to apply them. After understanding the techniques, you will learn and code many Stata graphs. Finally, you will gain confidence in your ability to modify and create bespoke data visualizations in Stata. By the end of this course, you will learn many different methods to visualize data and how to generate these yourself in Stata. Audience This course is ideally for Stata users, data analysts, data scientists, quantitative degree students, and quantitative business users that have a flair to explore this arena. Economists, social scientists, political scientists, biostatisticians, and other disciplines will also benefit from this course. Basic Stata knowledge along with some basic Stata coding (.do files, commands, varlists, and options) is an essential requirement to extract the most out of this course.
    Note: "Updated in March 2022.". - Online resource; title from title details screen (O'Reilly, viewed March 21, 2022)
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  • 2
    Online Resource
    Online Resource
    [Birmingham, United Kingdom] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 20 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7/137682
    Keywords: Active server pages ; Service-oriented architecture (Computer science) ; Application program interfaces (Computer software) ; Architecture orientée service (Informatique) ; Interfaces de programmation d'applications ; APIs (interfaces) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: A step-by-step approach to documenting an ASP.NET Web API project from scratch with Swagger/OpenAPI About This Video Understand the steps involved in documenting API with multiple versions by creating one document Learn the process of documenting an ASP.NET Web API project from scratch Explore various approaches available for documenting a web API, such as XML comments, data annotations, and more In Detail ASP.NET Web API is one of the hot topics in the ASP.NET world and many companies use APIs to connect front-end and back-end functionality at a large scale. What is the key element in such integrations? You need to document your web APIs so that they can be understood easily by developers. In this course, you will be learning about web API documentation using Swagger/OpenAPI concepts from scratch in this course. You will understand OpenAPI/Swagger and the need for documentation in web API. Learn the various approaches available for documenting a web API, including XML comments, data annotations, and so on. Also, we will use Swagger and Swagger UI tools from the OpenAPI community to create a rich API document. Then, create an OpenAPI document using Swashbuckle and NSwag in ASP.NET Web API. Learn how to use web API analyzers to guide you in including appropriate attributes for achieving complete documentation and web API conventions to automate and quickly document APIs with minimal effort. Next, understand the steps involved in documenting an API with multiple versions by creating one document per-version. By the end of this course, you will know how to document a web API project in ASP.NET Core using Swagger/OpenAPI from scratch. Audience This course is designed for backend web developers who want to build web services that are consumed by internal teams or external third-party teams. It is also useful for software architects who want to assist fellow developers to implement RESTful web API in their projects. For this course, one needs basic knowledge of building web API in ASP.NET Core and basic knowledge of OpenAPI/Swagger specification.
    Note: "Updated in February 2022.". - Online resource; title from title details screen (O’Reilly, viewed March 10, 2022)
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  • 3
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Kali Linux ; Penetration testing (Computer security) ; Computer security ; Computer Security ; Tests d'intrusion ; Sécurité informatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: The comprehensive course to perform MITM attacks against connected devices and protect them from all these attacks. About This Video Learn to set up Kali Linux in various environments Learn how to perform Man in the Middle attacks Understand how to hack the connected clients In Detail In this course, you will learn how to set up your Kali Linux 2.0 lab environment properly. In addition to that, you will learn how devices communicate with each other. Lastly, you will learn the best out of this course, which is the Man in the Middle attacks. This course is divided into the following four sections: - Preparation: In this section, you will learn how to download and set up the latest version of Kali Linux as a virtual machine or as your main OS. This helps you create your own safe hacking lab environment. - Network basics: Here you will learn the basics of networks that will help you understand what should be done before network security testing. - MITM attack: In this section, you will learn how to perform man-in-the-middle attacks and what post-modules can be carried out on the target OS. Modules such as playing music on the target OS, stealing credentials, and many more. You will even learn how to gain full access to the connected devices. - Protecting yourself against these attacks: After learning MITM attacks, it is time to learn how to protect your OS against all the previously mentioned attacks. By the end of the course, you will be able to perform MITM attacks on the target network and fully control all the connected computers. You will be able to protect yourself from MITM attacks. Audience This course is for people who want to do penetration testing against their devices; for people who want to secure their devices against these attacks; and for people who want to protect themselves and their accounts against all these attacks.
    Note: "Updated in February 2022.". - Online resource; title from title details screen (O'Reilly, viewed March 10, 2022)
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  • 4
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 16 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.133
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Scala (Computer program language) ; Electronic data processing ; Machine learning ; Scala (Langage de programmation) ; Apprentissage automatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: A comprehensive course for Scala developers to create real-time stream processing applications with Apache Spark. About This Video Deep dive into Spark structured streaming APIs and architecture Discover streaming joins and aggregation Explore real-time stream processing concepts In Detail Since its inception, Apache Spark has seen rapid adoption by enterprises across a wide range of industries. So, mastering Apache Spark opens a wide range of professional opportunities. If you are a software engineer or architect and want to design or build your own projects, then this is the right course for you. This is a hands-on, example-driven, advanced course with demonstrations and coding sessions. This course will help you understand real-time stream processing using Apache Spark and later, you will be able to apply that knowledge to build real-time stream processing solutions. This course covers everything from scratch, which involves installing Apache Spark and seeing how to set up and run Apache Kafka. Furthermore, it introduces stream processing and how to work with files and directories. You will also explore Kafka serialization and deserialization for Spark and how to work with Kafka AVRO Source. And finally, the course wraps up with streaming Watermark and outer joints. By the end of this course, you will be able to design and develop big data engineering projects. You will be able to create real-time stream processing applications with Apache Spark. This course will also help you further your growth in real-time stream processing. Audience This course is designed for software engineers and architects who aspire to develop big data engineering projects using Apache Spark. Also, if you are a programmer and developer who wants to grow and learn data engineering using Apache Spark, then this course is for you. Another group of people that can opt for this course are the managers and architects who might not directly work with Spark implementation but still work with the people who implement Apache Spark at the ground level.
    Note: "Updated in February 2022.". - "ScholarNest.". - Online resource; title from title details screen (O'Reilly, viewed March 10, 2022)
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  • 5
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 17 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/37
    Keywords: User interfaces (Computer systems) ; Java (Computer program language) ; Open source software ; Application software Development ; User-Computer Interface ; Interfaces utilisateurs (Informatique) ; Java (Langage de programmation) ; Logiciels libres ; Logiciels d'application ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Learn the concepts with ease by following a step-by-step and maintaining a well-balanced approach of theoretical and practical content. About This Video A short, crisp, and complete course that covers rendering in React 18 Recorded on the latest version of React; shows and transitions Comes bundled with the code files and PPT uploaded on the GitHub repository In Detail Are you building React applications that sometimes render a bit slowly? Are you looking at React 18 concurrent rendering to speed things up? Or using React 17 and looking to upgrade your applications to React 18? Not sure what is new in React 18 and what you need to change? Or maybe you are wondering what the benefits of React 18 concurrent rendering are in the first place? In this course, you will learn all about the new concurrent rendering features in React 18. But why to stop there; after all, there is more to React 18 than just concurrent rendering. The author will show you the behavior changes you need to be aware of! This is a simple, crisp, and interactive course. You will see how easy it is to switch to concurrent rendering in your React application. You will learn all about concurrent rendering, , the startTransition() API, the useTransition() hook and more. By the end of this course, you will get to know the importance of concurrent rendering. Audience This course is for React developers looking to upgrade their applications to React 18 and developers wanting to understand how concurrent rendering can help fix performance problems. A basic understanding of React is required to follow along but not mandatory.
    Note: "Updated in February 2022.". - Online resource; title from title details screen (O'Reilly, viewed March 10, 2022)
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  • 6
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 48 min.)) , sound, color.
    Edition: [First edition].
    DDC: 650.14/4
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Employment interviewing ; Computer programming Vocational guidance ; Machine learning ; Entretiens d'embauche ; Programmation (Informatique) ; Orientation professionnelle ; Apprentissage automatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: An advanced Apache Spark course to help you prepare and crack Spark job interviews. About This Video Practice common job interview questions and answers Deep dive into Spark 3 architecture and memory management Prepare for Databricks Spark certification in a structured way In Detail Apache Spark is a lightning-fast unified analytics engine for big data and machine learning. Since its release, Apache Spark has seen rapid adoption by enterprises across a wide range of industries. Internet powerhouses such as Netflix, Yahoo, and eBay have deployed Spark at a massive scale. It has quickly become the largest open-source community in big data. So, mastering Apache Spark opens a wide range of professional opportunities. This course covers some advanced topics and concepts such as Spark 3 architecture and memory management, AQE, DPP, broadcast, accumulators, and multithreading in Spark 3 along with common job interview questions and answers. The objective of this course is to prepare you for advanced certification topics. By the end of this course, you will have learned some advanced topics and concepts that are asked for in the Databricks Spark Certification or Spark job interviews. This will not only help you develop advanced skills in Apache Spark but also crack your job interviews. Audience This course is for anyone who wants to learn and develop advanced skills in Apache Spark or those who are preparing for job interviews and want to learn advanced skills. Before proceeding with the course, you will need basic knowledge of Spark programming in Python - PySpark.
    Note: "Updated in February 2022.". - Online resource; title from title details screen (O'Reilly, viewed March 10, 2022)
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  • 7
    Online Resource
    Online Resource
    [Place of publication not identified] : Pearson IT Certification
    Language: English
    Pages: 1 online resource (1 video file (24 hr., 17 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 005.3
    Keywords: Application software Study guides Development ; Examinations ; Virtual computer systems Study guides Examinations ; Computer programmers Certification ; Logiciels d'application ; Développement ; Examens ; Guides de l'étudiant ; Systèmes virtuels (Informatique) ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Overview All topics covered to pass the EX180 and EX280 exams. 16+ Hours of Video Instruction Description This master class includes the following courses: Red Hat Certified Specialist in Containers and Kubernetes Complete Video Course: Red Hat EX180 Red Hat OpenShift Administration: Red Hat EX280 Red Hat Certified Specialist in Containers and Kubernetes Complete Video Course: Red Hat EX180 provides an in-depth analysis of the core objectives and topics in the Red Hat EX180 exam so you can get started with containers on Red Hat Enterprise Linux and OpenShift, the Red Hat Kubernetes distribution, while also preparing for the Red Hat exam EX180. Topics include managing containers and container images with Podman, running applications in OpenShift, and using OpenShift to automate complex automation builds. This video course is also a great resource for anyone interested in working with standalone containers using Podman on Red Hat, as well orchestrated containers and devops workflows using Red Hat OpenShift. In almost 9 hours of engaging video training, instructor Sander van Vugt uses deep-dive explanations, whiteboard instruction, and real-world hands-on demos. Each lesson concludes with a hands-on lab, which provides a deeper understanding of all the topics of Red Hat Certified Specialist in Containers and Kubernetes and helps you excel on your EX180 exam. Red Hat OpenShift Administration Complete Video Course: Red Hat EX280 provides an introduction in administrating OpenShift and prepares viewers to take the Red Hat exam EX280. This course provides in-depth training and hands-on labs exploring the ins and out of administering in OpenShift. Topics include management of cluster nodes, users, and role-based access control, as well as management of applications in an OpenShift environment. The Red Hat Certified Specialist in OpenShift Administration exam (EX280) tests the knowledge, skills, and ability to create, configure, and manage a cloud application platform using Red Hat OpenShift Container Platform. This engaging self-paced video training solution provides learners with more than 8 hours of video instruction from an expert trainer with years of providing practical Linux teaching experience. Through the use of topic-focused instructional videos, you will gain an in-depth understanding of all topics on the Red Hat OpenShift Administration EX280 exam, as well as a deeper understanding of Ansible. The combination of video and labs provides a unique offering that gives you a full toolkit to learn and excel on your exam. Course Requirements One (virtual) machine running Red Hat Enterprise Linux, CentOS, or Rocky Linux 8.x to perform the labs about Podman containers A computer running any operating system with at least 16GB RAM to run the CodeReady Containers Virtual Machine Students should be able to run a virtual machine that requires 12GB of RAM About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 10, 2022)
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  • 8
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (47 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Web applications Development ; Go (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Amit Saha is a software engineer at Atlassian, located in Sydney, Australia. In this video, he introduces his project: https://www.manning.com/liveprojectseries/secrets-sharing-ser where you get hands-on experience building backend web applications with Go.
    Note: Online resource; title from title d etails screen (O'Reilly, viewed March 22, 2022)
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  • 9
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 29 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6782
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Cloud computing Study guides Examinations ; Web services Study guides Examinations ; Electronic data processing personnel Certification ; Infonuagique ; Examens ; Guides de l'étudiant ; Services Web ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Learn to pass the AWS Solutions Architect Professional Exam. Hello, my name is Noah gift, and I'll be your instructor. This course is AWS Certified Solutions Architect or SAP, co one, a bit of my background. I've worked for approximately 25 years in technology, written multiple books, and I've been certified on multiple AWS exams, and helped develop exams as well as an SME. One of my goals is to teach you to pass the challenging Solutions Architect exam. Let's go through an overview. First up, we have one tool point, 5% in this domain, for organizational complexity. In domain two, we have designed new solutions; this is about a third of the exam. In domain three, we have migration planning 15% domain for cost control, which is about 12 and a half percent, and then domain five will be continuous improvement, or Kaizen is a term I like to use. Let's go ahead and take a look at some of these domains at a very, very high level. So first up, in terms of design for organizational complexity, you're going to need to know things like cross-account authentication, and access strategies, how to design networks, how to prepare for the multi-account; in domain two, you're going to cover security requirements controls when designing and implementing a solution also, about how to design and implement solutions. And then in in terms of business continuity, and performance objectives, those those are the things you're going to be taking care of. Now, in domain three, you'll talk about migration planning. So how do you take an existing workload, move it to the cloud, speak a few migration tools and cloud architecture for a current solution? In domain four, you're going to go into cost control. So what are the pricing models? What are some design controls? And also, how do you identify opportunities to reduce cost? In domain five, this would be a continuous improvement for existing solutions. So how to troubleshoot, maintain different troubleshooting strategies, develop performance metrics for applications and improve the security of existing solutions. So you can see there are a lot of domains here that we're going to cover and let's go ahead and get started. Domain 1: Design for Organizational Complexity Domain 2: Design for New Solutions Domain 3: Migration Planning Domain 4: Cost Control Domain 5: Continuous Improvement.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 9, 2022)
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  • 10
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 26 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Revision control (Computer science) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Your one-stop destination for everything you need to know about Git. About This Video Understand how Git works and master the essentials Learn about merging types and stashing Understand Git log filtering, merge conflicts, and searching In Detail Version Control has always been part of the software development lifecycle to facilitate programmers to restore the previous versions and assist with release management. Git is a popular open-source distributed version control software and manages hundreds of branches with hundreds of programmers very efficiently. This course includes the following three mini-courses to give you a wholesome experience: Git essentials Merging types, branching type, stash, and rebase Searching, rewriting, history, and reset We will start with Git installation and learn all the fundamentals in a step-by-step approach. We will also cover Git architecture, which is fundamental in understanding Git. This will be followed by creating Git repositories and adding, changing, and deleting files. You will learn to commit changes to Git, compare commits, and review commit logs. We will also discuss how to undo changes and ignore files based on name, regular expression, and folder name. Finally, you will learn to use the git log command efficiently to filter the commit log. By the end of the course, you will gain a strong understanding of the fundamentals of Git, which will also aid in understanding GitHub, BitBucket, and so on. Audience This course is for cloud engineers, DevOps engineers, and architects. Developers, programmers, software managers, and modern operations managers can also take up this course to upskill them.
    Note: "Updated in March 2022.". - "Coding gears : Train your brain.". - Online resource; title from title details screen (O'Reilly, viewed March 30, 2022)
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  • 11
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Agile software development ; Méthodes agiles (Développement de logiciels) ; Agile software development ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Software development is full of uncertainty. And as a services company, Bounteous has to balance many challenges around that lack of certainty: clients want to be able to make changes, but they still want predictability on time and costs. In the earlier days of its growth, the company struggled with this balance. After considering different methodologies to help address these pain points, Bounteous opted to use Agile because the principles behind it would help the organization embrace a more nimble mindset. But evolving an Agile approach to support this at scale across numerous clients while providing enough flexibility to adapt to specific client situations created several challenges--an experience that really highlights the general problems companies may have in adopting Agile. Join us for this Case Study with Bounteous CTO Seth Dobbs to learn how Bounteous adopted Agile to enable flexibility for its customers while balancing the needs for transparency and predictability across the organization. You'll hear about the roadblocks the company encountered (and how it overcame them) and get insight into how executive support, organizational structure, and team commitment contributed to developing a successful Agile approach. Recorded on February 8, 2022. See the original event page for resources for further learning or watch recordings of other past events. O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You'll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned. Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 9, 2022)
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  • 12
    ISBN: 1801075859 , 9781801075855
    Language: English
    Pages: 1 online resource (316 p.)
    DDC: 006.76
    Keywords: Drupal (Computer file) ; Web sites Authoring programs ; Web site development ; Internet marketing ; Drupal (Computer file) ; Sites Web ; Systèmes-auteur ; Sites Web ; Développement ; Marketing sur Internet ; Internet marketing ; Web site development ; Web sites ; Authoring programs ; Electronic books
    Abstract: Supercharge your digital marketing services by building your knowledge to become a skilled digital marketer with the power of Drupal Key Features Apply proven marketing techniques using real-world examples of a Drupal development agency and an e-commerce store Discover a checklist of nearly 300 must-do activities to ensure that no task is overlooked Integrate Drupal with other third-party marketing applications and systems Book Description Drupal is an open-source platform for building ambitious digital experiences. With this practical guide to digital marketing, developers working with Drupal will be able to put their knowledge to work and boost the performance of their online marketing campaigns. Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this book will take you through the most popular digital marketing techniques and how to apply them, including content marketing, email marketing, social media marketing, SEO, SEM, CRM, and marketing automation, and the latest developments in website personalization and AI marketing. Once you've learned the fundamentals of digital marketing, you'll see how to apply them to your Drupal website or online store. In addition, you'll discover how Drupal can help you better manage your tasks and automate some of them. The book will help you discover the free modules available, how to use them, and how to integrate Drupal with external marketing-related platforms and services. By the end of this Drupal digital marketing book, you'll be able to build and deploy a complete digital marketing platform on top of Drupal to reach a greater audience and achieve online success. What you will learn Explore the most successful digital marketing techniques Create your digital marketing plan with the help of Drupal's digital marketing checklist Set up, manage, and administer all the marketing components of a Drupal website Discover how to increase the traffic to your Drupal website Develop and implement an e-commerce marketing strategy for your Drupal Commerce store Manage your daily marketing activities using Drupal Get started with customizing your consumers' digital experience Find out what's next for Drupal and digital marketing Who this book is for This book is for Drupal site builders, digital marketers managing Drupal websites marketing and communication, digital or Drupal agency owners, marketing consultants, and anyone managing a Drupal website or e-commerce store. Basic knowledge of Drupal architecture and marketing concepts and related techniques is necessary.
    Note: Description based upon print version of record
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  • 13
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 37 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1/14
    Keywords: Clojure (Computer program language) ; Functional programming (Computer science) ; Clojure (Langage de programmation) ; Programmation fonctionnelle ; Clojure (Computer program language) ; Functional programming (Computer science) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: In this video, Renzo Borgatti shows some of the coolest Clojure features by developing a few simple examples from the book.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 21, 2022)
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  • 14
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804613313 , 1804613312
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004/.36
    Keywords: Electronic data processing Distributed processing ; Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Be a part of a great course where you will be understanding distributed, scalable, fault-tolerance, and resilience systems along with building, designing, and implementing applications through these systems. About This Video Design and implement globally distributed, scalable, fault-tolerant, and resilience applications Understanding of common algorithms and techniques used in the majority of NoSQL databases and streaming platforms In-depth knowledge of Apache Cassandra, Apache Kafka, and ETCD In Detail A significant percentage of large-scale enterprises experience performance issues with their business-critical applications. Most of the production systems have been built on top of legacy, monolith technologies. The recent popularity of micro-services will not fulfill its promise of decoupled, scalable, and fault-tolerant systems, unless "done right". While entering the world of micro-services, engineers start building distributed applications, where robust remote procedure calls and cluster coordination are a must. You will look at various technologies, algorithms, and design patterns here. Some of them are Service Registry and Discovery, Service Mesh, Apache Cassandra ETCD (coordinator managing Kubernetes clusters), Apache Kafka, Idempotent service design, retry logic, Sharding, and Consistent Hashing, Client-side Load Balancing, Distributed Tracing, Canary Deployment, Sidecar Pattern, Circuit Breaker, and many more. Finally, you will also see the principles of various distributed systems designs; for example, master-less versus with leaders, poll-based versus push-based, immediate versus eventual consistency. After completing the course, learning new distributed database technology would be easier, because you will know the commonly reused techniques, including their pros and cons. Audience This course is designed for Java developers and architects who wish to broaden their knowledge of distributed computing, NoSQL databases, efficient RPC calls, messaging middleware, and cluster coordination. It is also recommended for anyone working in modern IT landscapes. The course may be a good recap for people preparing for systems design interviews. You will need proficiency in Java programming language, and an open mind to discover the challenges of distributed computing. Beginner-level knowledge in the Spring Boot framework will help you get along with the course easily.
    Note: "Updated in April 2022.". - Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 15
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781803241920 , 1803241926
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 30 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Penetration testing (Computer security) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Practice what you have learned to become a pro because this course focuses on both the practical and theoretical sides. About This Video Secure Windows 10/8.1/8/7/Vista like white hat hackers Capture the keystrokes of the compromised system Learn the theory behind getting a reverse connection over the WAN network In Detail In this course, you will learn how black hat hackers hack Windows OS using advanced techniques. In addition to this, you will learn how white hat hackers secure Windows OS by analyzing the malicious files and detecting the hacker's identity. You will start with downloading and setting up the latest version of Kali Linux as a virtual machine or as your main OS properly. Post which, you will learn how to gather as much information as possible about your target. This helps you identify and determine your target and see the weaknesses in the target OS. After that, you will learn how to create basic and encoded payloads using the msfvenom tool. Furthermore, you will start learning advanced techniques to create an encoded payload that's undetectable by most antiviruses. You will also learn how to run post-exploitation modules on the compromised system. Moving ahead, you will learn what the BeEF Project is and how to hook any user to your BeEF control panel. You will even be able to perform sophisticated attacks to gain full access to the target OS using BeEF. Finally, it's time to learn how to detect all the attacks that we learned. In this section, you will learn how to protect your Windows OS from all the explained attacks, and how to detect any backdoor and check whether it's embedded with an image, EXE, or PDF file. By the end of the course, you will learn how white hat hackers secure Windows OS by analyzing the malicious files and detecting the hacker's identity. Audience This course is intended for anyone who wants to become an ethical hacker/penetration tester and for anyone who wants to learn how black hat hackers hack the operating systems and how white hat hackers secure the operating systems. If you are a beginner, you will start from zero until you become an expert. If you are a professional, this course will increase your knowledge about hacking.
    Note: "Updated in April 2022.". - Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 16
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/022
    Keywords: Information technology Management ; Teams in the workplace Management ; Computer software Development ; Management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Sam Newman, Manuel Pais, and Matthew Skelton, where they'll discuss their best-selling book, Team Topologies, and what's next for the future of building software. Team topologies is the leading approach to organizing business and technology teams for fast flow, providing a practical, step-by‑step, adaptive model for organizational design and team interaction. They'll also spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you'll learn and how you can apply it Explore the origins and need for team topologies See what's coming next for infrastructure and ops This recording of a live event is for you because... You want to learn about team topologies and how to implement them at your organization. You're looking for ways to improve your software delivery time and team structure. Recommended follow-up: Read "Business Benefits, Team Topologies, and Pitfalls of DevOps" (book chapter) Watch Kubernetes Is Not Your Platform--It's Just the Foundation (Superstream video with Maneul Pais) Read The DevOps Handbook (book) Read Accelerate (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 17
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 27 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.31
    Keywords: Machine learning ; Cloud computing ; Apprentissage automatique ; Infonuagique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Learn to master MLOPs patterns with Databricks MLFlow as well as sklearn 00:00 Intro.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 30, 2022)
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  • 18
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781803235899 , 1803235896
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 18 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Jenkins (Software development tool) ; Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Be a part of this course to understand how to use Maven and SonarQube for code build and code quality analysis as a DevOps engineer. About This Video Discover a comprehensive course along with hands-on practical lab Learn to use Maven in the DevOps workflow Look at and explore the activities of a DevOps engineer on Maven In Detail Maven is the build automation tool that can be used in applications developed by software languages such as Java, C#, Scala, and other languages. There are lots of DevOps tools such as GitHub, SVN, Maven, Jenkins, Chef, Puppet, Nagios, Splunk, Selenium, and so on. It helps DevOps in providing automation around the build phase of the DevOps life cycle management. This course helps you to understand how a developer uses Maven and SonarQube for DevOps professionals. You will be creating a maven project on Eclipse, then look at the activities of a DevOps Engineer on Maven. After that, you will create a project using the Maven archetype, and learn Maven coordinates, Maven goals, and Maven repositories. Next, you will learn about pom.xml, commit code from the developer system to GitHub, build projects on Maven, and understand Maven in DevOps workflow. Finally, you will set up and Integrate Maven with Jenkins along with SonarQube with Jenkins. By the end of this course, you will be able to learn how to use Maven and SonarQube for code build and code quality analysis from a DevOps engineer's point of view. Audience This course is designed for individuals who are curious to know how to use Maven as a DevOps engineer working in any organization. It will also help beginner-level DevOps enthusiasts who want to explore Maven and SonarQube. To gain the most out of this course, you should have basic knowledge of Linux, Git, and AWS EC2.
    Note: "Updated April 2022.". - "Valaxy Technologies.". - Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 19
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Neal Ford and Java pro Brian Goetz, where they'll discuss Java's vibrancy and the future of the platform. They'll cover some of the latest updates to the Java language and platform and dig into some fascinating research on embedding abstractions and its impact on software architecture. They'll also spend a few minutes covering the trends in Java that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn and how you can apply it Explore some of the latest updates to Java See what's coming next with software architecture This recording of a live event is for you because... You want to learn about how to work better with Java. You're looking for ways to improve your architecture. Recommended follow-up: Read Java Concurrency in Practice (book) Read Building Microservices, second edition (book) Read Fundamentals of Software Architecture (book) or listen to the audiobook Read Software Architecture: The Hard Parts (book) Read 97 Things Every Java Programmer Should Know (book) Watch Brian Goetz, Stuart Marks, and Nicolai Parlog: Ask the Java Architects--Java 17 and Beyond (video).
    Note: Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 20
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (8 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer programming ; Python (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Learn to build a Python Fire Command Line Interface (CLI) 00:00 Intro 00:27 Build Function to randomly generate fruit 01:45 Test out the function 02:31 Read Python Fire Documentation 03:00 Install Python Fire 03:40 Build Python Fire CLI 05:00 Invoke Python Fire Help Menu 05:22 Refactor Python Fire CLI 06:06 Test out the CLI with fruits.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 12, 2022)
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  • 21
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804618660 , 1804618667
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 35 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Windows Azure ; Git (Computer file) ; Application software Development ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Create simple and robust deployment pipelines that can integrate directly with almost any environment. Effectively manage the various moving parts of the project, all in one space, and to better navigate the agile delivery space. About This Video Learn fundamental concepts behind Azure and DevOps principles along with some developmental tools Study Azure pipelines and Azure Repos - different policies that can be implemented around repositories Implement Azure Test Plans (checking and reporting bugs) and Azure Artifacts (manage all assets used in the project) In Detail Microsoft has a toolset to support continuous delivery and DevOps called Azure DevOps. Continuous delivery on Microsoft Azure DevOps enables DevOps engineers to deploy applications, this allows your team to create simple and robust deployment pipelines that can integrate directly with almost any environment. While we use ASP.NET Core as our technology for demonstration, the techniques learned here can be transferred to any framework that is supported by Azure DevOps' robust toolset. You will also spend some time exploring Git for Source Control. In this course, you will look at DevOps, setup Azure DevOps organization, and Azure DevOps tools and dashboards. Explore Azure DevOps boards and backlogs, here you will be setting up work items and Sprint management. Next, you will be setting up Git repositories, here you will look at branch policies, branching strategies, and pull requests. After that, you will study and explore the Azure DevOps Build and Release pipelines in detail. Finally, you will look at Azure DevOps Test Plans. By the end of this course, you should have a fundamental understanding of what Microsoft Azure DevOps brings to the table and how you can introduce it to your organization to streamline your development and value stream team efforts. Audience This course is ideal for developers who want to better understand code deployment with DevOps, system administrators and release engineers who want to streamline their software deployment tasks, and value stream leads, project managers, and product owners who want to better understand the CI/CD workflow. This will also benefit anyone looking to get a better understanding of Azure DevOps and how it can be introduced into an organization. A basic understanding of some fundamentals of project delivery is required but not mandatory.
    Note: "Updated in April 2022.". - Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 22
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781803242125 , 1803242124
    Language: English
    Pages: 1 online resource (1 video file (14 hr., 51 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: Databases ; Computer science ; Python (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: From data science methodology to an introduction to data science in Python, to essential math for data science About This Video Explain data science methodology, starting with business understanding and ending at deployment Identify the various elements of ML and NLP involved in building a simple chatbot Indicate how to create and work with variables, data structures, looping structures, and more In Detail The opening part of Data Science 101 examines some frequently asked questions. Following that, we will explore data science methodology with a case study. You will see the typical data science steps and techniques utilized by data professionals. Next, you will build a simple chatbot so you can get a clear sense of what is involved. The next part is an introduction to data science in Python. You will have an opportunity to master Python for data science as each section is followed by an assignment to practice your skills. By the end of the section, you will understand Python fundamentals, decision and looping structures, Python functions, how to work with nested data, and list comprehension. Finally, we will wrap up the two most popular libraries for data science--NumPy and Pandas. The last part delves into essential math for data science. You will get the hang of linear algebra along with probability and statistics. Our goal for the linear algebra part is to introduce all necessary concepts and intuition for an in-depth understanding of an often-utilized technique for data fitting called least squares. We will spend a lot of time on probability, both classical and Bayesian, as reasoning about problems is a much more difficult aspect than simply running statistics. By the end of this course, you will understand data science methodology and how to use essential math in your real projects. Audience This course is designed for people who are new to data science or who are interested in pursuing a career in data science, as well as those who wish to obtain a broad overview before diving into specialized data science topics. This course will also benefit students who want to master the fundamental arithmetic for data science or obtain an introduction to data science in Python. You need not have any prior experience in data science to take up this course.
    Note: "Updated in April 2022.". - Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 23
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 21 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004/.36
    Keywords: Electronic data processing Distributed processing ; Computer networks ; Computer science ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Scaling a distributed system naturally involves adding multiple independently moving parts. We run our software components on multiple machines and our databases across multiple storage nodes, all in the quest to add more processing capacity--meaning solutions are distributed across multiple machines in multiple locations, with each machine processing events concurrently and exchanging messages over a network. This fundamental nature of distributed systems has some profound implications for the way we design, build, and operate our solutions. If you need to manage the complexity that comes with distributed systems, these sessions will help you tackle some of the unique challenges of production with multiple moving parts. About the Infrastructure & Ops Superstream Series: This four-part Superstream series guides you through what you need to know about modernizing your organization's infrastructure and operations, with each event day covering different topics and lasting no more than four hours. They're packed with the expert insights, skills, and tools that will help you effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures--with no interruption to your business. What you'll learn and how you can apply it See how distributed systems can deliver more value if they operate correctly Explore best practices for communication between distributed systems Understand what distributed systems mean for your company's data Learn how to secure distributed systems This recording of a live event is for you because... You're an engineer who wants to learn more about the challenges of working with distributed systems and find out how to address them. You want to learn how to secure distributed systems. You want to know what the future holds for distributed systems and infrastructure and operations. Recommended follow-up: Read Designing Distributed Systems (book) Read Distributed Systems Observability (report) Watch Distributed Systems in One Lesson (video) Read Distributed Tracing in Practice (book) Take Design Patterns for Distributed Systems (live online training course with Priyank Gupta).
    Note: Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 24
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 49 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/12
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Scala (Computer program language) ; Data mining ; Data Mining ; Spark (Electronic resource : Apache Software Foundation) ; Scala (Langage de programmation) ; Exploration de données (Informatique) ; Data mining ; Scala (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: A carefully designed and error-free tested course on Spark programming in Scala for beginners using Apache Spark 3. Reinforce your journey with hands-on and practical content throughout. About This Video A comprehensive course designed for the beginner-level for Spark programming in Scala Deep dive into Spark 3 architecture and data engineering Complete tested source code and examples used on Apache Spark 3.0.0 open-source distribution from the author's end In Detail Apache Spark is a lightning-fast unified analytics engine for big data and machine learning. Since its release, Apache Spark has seen rapid adoption by enterprises across a wide range of industries. Internet powerhouses such as Netflix, Yahoo, and eBay have deployed Spark at a massive scale. It has quickly become the largest open-source community in big data. So, mastering Apache Spark opens a wide range of professional opportunities. This course starts with an introduction to Apache Spark where you see what Apache Spark is in brief. Then, you will be installing and using Apache Spark. After that, you will look at the Spark execution model and architecture in detail. Next, you will learn the Spark programming model and developer experience. Following that, you will look at the Spark Structured API foundation, and Spark data sources and sinks. Then, you will explore Spark Data frame and dataset transformations along with aggregations in Apache Spark. Finally, you will look at the Spark Data frame joins in detail. By the end of this course, you will understand Spark programming and apply that knowledge to build data engineering solutions. Audience This course is designed for software engineers willing to develop a data engineering pipeline and application using Apache Spark. It is also for data architects and data engineers who are responsible for designing and building the organization's data-centric infrastructure. It will also be beneficial for the managers and architects who do not directly work with Spark implementation, and still, they work with the people who implement Apache Spark at the ground level. Before proceeding with the course, you will need basic knowledge of the Scala programming language.
    Note: Prashant Kumar Pandey, presenter. - Online resource; title from title details screen (O'Reilly, viewed April 12, 2022)
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  • 25
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (11 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Web applications Development ; Go (Computer program language) ; Applications Web ; Développement ; Go (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: In this video Amit presents his liveProject series, in which he teaches how to use the Go programming language to build the backend for a customer support chat feature. The features of the Go programming language and its rich ecosystem allow you to create a highly scalable backend application out of the box.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 26, 2022)
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  • 26
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 11 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer software Development ; Python (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Learn to build real-world Python Microservices that enable Continuous Delivery. 00:00 Intro 05:00 Scaffolding a project in Python 08:00 Setup Virtualenv 13:10 Building Makefile 24:00 Setup Github Actions 29:00 Formatting code with Python Black 45:09 Test code with Pytest and Pytest Coverage 50:30 Using Python Fire to build CLI 59:30 Write Wikipedia scraper 1:02:00 Use IPython to interact and debug code in Github Codespaces 1:08:00 Pinning FastAPI version number 1:12:00 Building FastAPI Microservice 1:18:00 Using Text blob NLP service to parse phrases 1:29:00 Debugging broken code 1:34:00 Building container 1:54:00 Setup AWS Code Build push to ECR (Elastic Container Registry) 2:02:00 Setup AWS Code Build to ECR to AWS App Runner Continuous Delivery View the code on Github here: https://github.com/noahgift/python-for-devops-april-2022.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 26, 2022)
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  • 27
    ISBN: 9781484282816 , 1484282817
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 10 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.686
    Keywords: Image processing Digital techniques ; Photography Digital techniques ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Getting Started with Paint.NET teaches those brand-new to image editing how to use this free Widows-based image editor to make digital photos look their best, as well as how to create digital art. This video course provides step-by-step guidance in downloading and learning about the interface, tools, and features of Paint.NET. It also provides guidance in acquiring and installing third-party plugins to expand the program’s capabilities.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 28
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 27 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.312
    Keywords: Data mining ; Python (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Many business analysts believe that the only way to analyze data is by creating simple charts and estimating simple linear models. However, to truly extract the key information buried inside your business data—information that is important for making sound and reasonable business decisions—you need to perform sophisticated, high-powered analyses. In this three-hour hands-on course, expert Walter Paczkowski walks you through data visualization and statistical methods implemented in Python for analyzing business data, whether sales, personnel, logistics, marketing, or financial. You'll explore the nature of business data, the application and interpretation of statistical and machine learning methods for gaining insight into your business, and how to present conclusions in tabular and graphical formats. By the end of the course, you'll be able to use Python to interactively visualize data, estimate predictive models, and distribute reports from Jupyter notebooks.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 29
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 16 min.)) , sound, color.
    Edition: [First edition].
    DDC: 621.3815422
    Keywords: Tableau (Computer file) ; Information visualization ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Our lives are full of data—there are numbers everywhere. But most people aren’t good at looking at tables of numbers and interpreting them correctly. Luckily, pattern detection is inherent in our physiology. Replacing tables of numbers with preattentive attributes (things that we notice automatically, like length, height, size, and color)—in other words, visualizing the data—allows us to share information quickly and easily. Tableau is a tool that can take tables of data from multiple sources and convert them into a visual format. This saves time and leads to insights that might otherwise be missed. Join expert Christopher Gardner to get started with Tableau. You’ll explore Tableau’s interface and learn how to use Tableau’s tools and features to create useful, detailed charts that will tell the whole story of your data.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 30
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 35 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Computer networks Security measures ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Threat modeling (also known as architecture risk analysis) is the primary security analysis task performed during the software design stage. It is a structured activity for identifying and evaluating application threats and related design flaws. You use the identified flaws to adapt your design, or scope your security testing. Threat modeling allows you to consider, identify, and discuss the security implications of user stories in a structured fashion, and in the context of their planned operational environment.This threat modeling crash course will teach you to perform threat modeling through a series of exercises, where our trainer will guide you through the different stages of a practical threat model based on a migration from a “classical” web application to a combination of AWS hosted microservices. In this workshop you will learn an iterative and incremental threat modeling method that you can integrate in your development and deployment pipeline. This method allows you to consider security issues at your application and component levels. Exercises are built upon a fictional Acme Hotel Booking (AHB) system, where we migrate a legacy client-server system towards a cloud based, micro service stack using AWS services.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 31
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 33 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Information technology Security measures ; Intrusion detection systems (Computer security) ; Computer networks Security measures ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Everyone talks about the intrusion kill chain (sometimes called the “cyber kill chain”)—a model for actionable intelligence in which defenders align enterprise defensive capabilities to the specific processes an adversary might undertake to target that enterprise. However, much of what’s discussed publicly is misinformation and scare tactics. Join expert Amanda Berlin to learn the most effective steps you can take to protect your organization from the vast majority of threats with defensive mitigation and monitoring. Through use cases such as ransomware, data exfiltration, and lateral movement, you’ll see how to improve the standard of defense at each level, then discover step-by-step what you can accurately cover using the kill chain by working through use cases that outline the specifics of attacks. You'll also gain hands-on experience through tabletop exercises and drills to strengthen your understanding. Much of what’s covered will be hands-on walk-throughs in a Microsoft Windows environment. Windows domains are the most popular target for attackers as they’re frequently the most insecurely configured.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 32
    Online Resource
    Online Resource
    [Birmingham, United Kingdom] : Packt Publishing Ltd.
    ISBN: 9781803247625 , 1803247622
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 45 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Application software Development ; Cloud computing ; Internet programming ; Web applications ; JavaScript (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Be a part of a practical and step-by-step course based on full-stack application (MEAN) deployment on Azure Cloud with CICD Pipeline using Azure DevOps and other cloud services.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 33
    Online Resource
    Online Resource
    [Place of publication not identified] : Addison-Wesley Professional
    ISBN: 9780137995097 , 0137995091
    Language: English
    Pages: 1 online resource (1 video file (20 hr., 14 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 006.7/6
    Keywords: Web applications ; Application software Development ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 6+ Hours of Video Instruction Learn how to use Vue, Node.js, Express, and MongoDB to create unique web applications and learn the fundamentals of full-stack development with the MEVN stack. MEVN (MongoDB, Express.js, Vue, and Node.js) is a popular NEW stack for building full-stack web applications. It allows developers to write an entire application--front-end, back-end, and database--using only JavaScript. This course takes the approach that it's best to learn by doing. It demonstrates the key technologies and possibilities of full-stack development with the MEVN stack. About the Instructor Shaun Wassell's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems--a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software-development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he's been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Intermediate What You Will Learn Build a full-stack meal-planning application using Vue, Node.js, Express, and MongoDB Build a front-end with Vue Build a server with Node.js and Express Implement data storage with MongoDB Walk through full-stack integration Use REST APIs to load and manage application data Who Should Take This Course JavaScript developers/engineers Front-end developers/engineers Vue developers/engineers Back-end developers/engineers Full-stack developers Course Requirements Prerequisites: Learners should have basic knowledge of HTML, CSS, JavaScript, and Vue. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 25, 2022)
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    ISBN: 9781484282854 , 148428285X
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 32 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/8
    Keywords: Internet of things ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This video will teach you how to build a cluster of IoT devices using only .NET components. After viewing it you will be able to build a complete distributed IoT solution using .NET 6, SignalR and Blazor. This videos explains how SignalR can substantially simplify two-way real-time communication between the server and its clients. Viewers will learn how to build and manage clusters of IoT devices using only .NET and will see, by example, how to build an IoT device management web interface without having to learn JavaScript
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 35
    Online Resource
    Online Resource
    [Sepastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 25 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Microsoft Windows (Computer file) ; Computer networks Security measures ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Many organizations now use a hybrid environment in which existing on-premises networks are supplemented by cloud resources. The challenge is that security in such a world is even more complex than before. Expert Glenn Weadock offers an overview of Microsoft security technologies for today’s hybrid environments. Join in to build a foundation for the security topics you’ll need to pass a number of Microsoft certification exams.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 36
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 30 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Amazon Web Services (Firm) ; Cloud computing Examinations, questions, etc ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The AWS Certified Developer - Associate credential is intended for those in a development role with one or more years of hands-on experience developing and maintaining an AWS-based application. But preparation can be a challenge. The exam casts a broad net—dozens of services are in play—and it can be difficult to develop both the breadth and depth of knowledge across so many services in the course of normal AWS development. Make sure you don’t have a weak spot in your topic coverage. Join expert Bill Boulden for a journey through the exam’s must-know topic areas to ensure that you’re aware of all the services you’ll likely encounter.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 37
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 34 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Application software Development ; Computer programs ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Containers are often advertised as solving a multitude of problems relating to delivering and maintaining highly available software in the always-on, global environment that most organizations must serve today, but how can they actually help you? What problems are you actually experiencing that can be solved with containers and its closely related technologies? After becoming comfortable with using containers in your day-to-day development workflow, the next step is to take containers deeper into your DevOps pipeline. In this class, we will use Docker Compose to help us set up a fully functioning containerized CI/CD pipeline on our local development systems. The resulting setup will allow each student to write some code, check that code into a git repo, and then watch that code get automatically built, tested, and potentially deployed, using containers for everything.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 38
    Online Resource
    Online Resource
    [Birmingham, United Kingdom] : Packt Publishing Ltd.
    ISBN: 9781804616451 , 1804616451
    Language: English
    Pages: 1 online resource (1 video file (8 hr., 24 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Application software Development ; Mobile apps Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to use Kotlin for server-side development using the Spring Boot framework. Kotlin is a modern, concise, and safe programming language and is one of the most popular JVM languages currently. It is also interoperable with Java and other languages and provides many ways to reuse code between multiple platforms for productive programming. Section one covers the course objectives and prerequisites needed to make the most out of this course. In section two, we will be introduced to Kotlin programming language and why it’s a powerful language for enterprise development. Section three is about the fundamentals of Kotlin such as Val and var variables in Kotlin, basic string types, while and do-while, and so on. Section five is about classes, inheritance, and interfaces in detail, object keywords for creating instances of the class, type checking, casting, and smart cast. In the next section, we will be introduced to collections, arrays, and lambda expressions in Kotlin. We will also understand the scope functions in Kotlin and its usage. Moving on, we will get started with Kotlin and Spring Boot and have an overview of the app we are going to build. You will also learn to build the course catalog service to manage the courses and to code and learn how to write unit tests for the controller along with coding and learning the usage of RequestParam in the controller endpoint. We will wrap up the course by learning the technique to express relationships in JPA using Entity and data classes in Kotlin. By the end of this course, you will be comfortable writing code using the Kotlin programming language and building RESTful APIs using Spring Boot and Kotlin.
    Note: "Updated in May 2022.". - Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 39
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (23 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.133
    Keywords: Python (Computer program language) ; Information storage and retrieval systems ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn how to use Python dictionaries to store and retrieve data. Although dictionaries look complex with different ways to represent, retrieve, and store data, they can be straightforward to use. In this course I'll show you how to create, store, retrieve, and loop over dictionaries. Once you go through these different actions, you should be able to choose the right approach to work effectively with dictionaries. If you are already familiar with Python lists and you are ready to take the next step with dictionaries, then this course is for you.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 40
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Windows PowerShell (Computer program language) ; Streaming video ; Internet videos ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to script EC2 by using PowerShell inside of AWS CloudShell. I use AWSPowerShell.NetCore to query how many availability zones are available in my AWS region. 00:00 Intro 00:42 AWS Console 01:16 Invoking PowerShell inside of AWS CloudShell 01:33 Checking out AWS PowerShell Gallery 02:00 Importing via Import-Module AWSPowerShell.NetCore 03:00 Query All AWS Availability Zones in Region 03:30 Filter and Count by using a PowerShell Object with .count.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 41
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 621.3815422
    Keywords: Tableau (Computer file) ; Information visualization ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Tableau is a powerful data visualization tool. With it, you can take a simple chart and filters and turn them into a dynamic powerful dashboard—or take your huge amounts of data and provide the resources that will allow end users to easily digest all of it. Join expert Christopher Gardner to find out how to put Tableau tools, such as calculations, parameters, and dashboards, to work. You’ll learn how to use Tableau methods along with simple graphic design and user interface techniques to make your dashboards and charts useful and engaging, grant your end users control while keeping them from getting lost in the weeds, and make your layouts simple to navigate and understand.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 42
    Online Resource
    Online Resource
    [Place of publication not identified] : Microsoft Press
    ISBN: 9780137682577 , 0137682573
    Language: English
    Pages: 1 online resource (1 video file (14 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Windows Azure Study guides Examinations ; Application software Study guides Development ; Examinations ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Duration 14+ Hours of Video Instruction Overview Prepare for Microsoft Exam AZ-400 Designing and Implementing Microsoft DevOps Solutions, and demonstrate your knowledge of the tools and services that make up the Microsoft Azure DevOps solution. This certification is relevant to any IT professional whose responsibilities include designing and implementing strategies for collaboration, code, infrastructure, source control, security, compliance, continuous integration, testing, delivery, monitoring, and feedback. Train with IT industry veteran Paul Furlan, and learn everything you need to pass the exam with flying colors. Description The days of specializing in just one technology have become obsolete as people and teams involved in the whole DevOps cycle need to become cross-functional. Developers need to add some operations knowledge to their toolkit, and operations engineers need to incorporate the development and scripting knowledge into theirs to help the whole team output better products faster with higher quality. The Microsoft Exam AZ-400 readies candidates to obtain these skills, and Paul Furlan's video readies candidates to pass the exam. Skill Level Beginner to intermediate What You Will Learn Learn how to Build a complete application from idea until deployment Deploy an application using a DevOps approach Learn about each phase of the DevOps lifecycle Perform-test your application to detect bugs and make sure it is working as expected Explore infrastructure as code Learn all about containers Who Should Take This Course Aspiring or practicing Microsoft DevOps engineers Any IT professional looking to pass the AZ-400 exam Systems administrators Cloud administrators Virtualization engineers Course Requirements A candidate for this exam must be familiar with both Azure administration and development and must be expert in at least one of these areas. More About Microsoft Press Microsoft Press creates IT books and references for all skill levels across the range of Microsoft technologies. https://www.microsoftpressstore.com About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 43
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 15 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: About Architectural Katas: What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization will have some of its gnarliest software architecture problems solved.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 44
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781803232980 , 1803232986
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 18 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8/24
    Keywords: Blockchains (Databases) ; Electronic funds transfers ; Electronic data processing Distributed processing ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Setup a local blockchain, create and deploy two simple smart contracts for DApps using Ethereum, Hardhat, and node.js About This Video Learn how to create DApps (smart contracts) using Ethereum, Hardhat, and node.js Learn how to deploy your own DApp with minimal effort A complete hands-on course for better learning experience In Detail Blockchains and technologies supported by blockchains such as distributed apps (DApps/smart contracts), NFTs, and Web3 are taking the world by storm. Everyone is talking about them and developers knowledgeable in these technologies are some of the highest-paid in the world! There are so many components to a DApp that you can easily get lost in the hundreds of components, libraries, and tools floating around the web. To learn how to create DApps, you can assume that a blockchain is a distributed data store that provides certain guarantees. Then, start using existing blockchain frameworks to deploy your DApps just as you would deploy your sites on the web without having to rebuild a webserver! This is the approach we take in this course. You will set up a blockchain environment using stable, easy-to-use frameworks. Then, you will look at two smart contracts (or DApps) and deploy them first locally and later a global distributed TestNet. This will take you through all the steps needed to deploy your own DApp with minimal effort. In the end, you will deploy your (and your clients') DApps on the Ethereum mainnet. By the end of this course, you will be able to create your first DApp on Ethereum. Audience This course is designed for anyone who wants to get started with DApps (smart contracts) or is having trouble with getting started with DApps. This course is for anyone who wants to learn DApps without having to recreate whole blockchain architectures. For this course, one needs no previous understanding of blockchains, just some knowledge of basic JavaScript is required. React is used for a sample application. So, knowing it is a plus.
    Note: "Updated in June 2022.". - Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 45
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (10 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4038
    Keywords: Application software Development ; Virtual storage (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to deploy a AWS ECS Fargate application for a .NET Blazor App. 00:00 Intro 00:54 Overview of the project and the requirements 02:17 Setting up Cloud9 for .NET 6 03:36 Creating .NET Blazor 04:08 Run locally using dotnet run --urls=http://localhost:8080 05:45 Create Dockerfile 07:28 Run dotnet aws deploy to deploy to AWS ECS 09:12 Grab ECS endpoint and test the application and inspect ECS.
    Note: Online resource; title from title details screen (O’Reilly, viewed June 2, 2022)
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  • 46
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804615553 , 1804615552
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 31 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8/3
    Keywords: Computer security Study guides Examinations ; Penetration testing (Computer security) Study guides Certification ; Computer networks Study guides Security measures ; Examinations ; Electronic data processing personnel Study guides Examinations ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn the fundamentals of cybersecurity using hands-on applied learning materials About This Video Learn the fundamentals of ethical hacking from scratch with the help of practical examples The course comes bundled with all the requisite materials to reinforce learning Identify the appropriate pentesting framework for meeting the needs of a specific client In Detail Ethical hacking fundamentals do not change from one exam to the next. One can expect to see questions about Nmap, what commands were used to generate a specific output, and which tool would you use, regardless of the exam vendor. An individual is expected to know what pentesting framework would be used to meet a specific condition and what information should be delivered in an executive summary. You should know how to scope an assessment and identify what document is used for what purpose and the OWASP Top 10 and identify the hacking methodology used to exploit each one. These are just a few fundamentals that remain constant from one ethical hacking exam. This course provides you with the fundamental knowledge every ethical hacker is expected to know. Throughout this course, you will learn about cybersecurity tools, reverse shells, scripting basics, identifying output, and what commands were used to generate the output. This course will help you identify security tools and ethical hacking techniques, exploit web application vulnerabilities, appropriate documentation for starting and finalizing a pentest, correct reporting procedures, and appropriately exploit for a given vulnerability. By the end of this course, you will have learned the fundamentals of pentesting, and renewed your confidence, and recharged your cyber security career with ease. Audience This course is for the individuals wanting to begin work as an ethical hacker or pentester, and who want to become a Pentest+, Cybersecurity Analyst (CySA+), OSCP, or CeH certified. Anyone who requires a refresher on ethical hacking fundamentals, preparing for entry-level to mid-level cybersecurity exams, and is interested in learning the fundamentals of cybersecurity will gain a lot from this course. You will need a PC or laptop, a stable internet connection, hardware capable of virtualization, and a strong willingness to learn!.
    Note: "Updated in June 2022.". - Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 47
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (38 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004/.36
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Electronic data processing Distributed processing ; Big data ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Explore Big Data architectures and the tools you can leverage to build an end-to-end data platform. Learn about data ingestion using Apache Spark.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 48
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    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (16 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Amazon Web Services (Firm) Certification ; Machine learning Study and teaching ; Cloud computing ; Web services ; Amazon Web Services (Firm) ; Cloud computing ; Machine learning ; Study and teaching ; Web services ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to pass the AWS ML Certification 00:00 Intro 03:00 AWS ML Certification Course Outline 05:21 What is the Data Scientist role? 05:58 Machine Learning engineer 06:33 Applied science researcher 07:08 Machine learning developer role 08:05 Resources and documentation 10:48 AWS SageMaker Studio Lab 13:18 AWS Machine Learning Lens.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 20, 2022)
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  • 49
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804612187 , 1804612189
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 6 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Rust (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Develop beginner to advanced level skills in Rust programming About This Video Learn the basic syntax of Rust and its feature of memory safety Develop an understanding of advanced level concepts such as generics, traits, lifetimes, and closures Gain hands-on experience in solving some intermediate to advanced level problems using Rust In Detail Most programming languages involve trade-offs. Low-level languages such as C and C++ typically sacrifice memory safety for speed and control. High-level languages, however, such as Python or JavaScript, are safer but less effective from a power and speed standpoint. We get the best of both worlds with Rust. More specifically, it is a system programming language, which implies that while it has speed and control, it also has safety features, making it far better than high-level languages in this regard. Rust stands out from all other programming languages because of this. You will progress through this course from basic to expert level. This course is created from the viewpoint of a student who is new to Rust and does not have any prior understanding of it. We cover a wide range of knowledge and skills in this extensive course, including the fundamentals of Rust programming syntax; primitive and non-primitive types; common Rust collectors; Enums; traits and structures; generics, lifetimes, and closures; the Rust module system; learning how to use external crates; and publishing crates. By the end of this course, you will have mastered Rust programming to the point where you can code with confidence and professionalism. Audience Anyone wishing to achieve a solid programming profession with strong Rust coding skills should take this course. As this is beginner-level training, we start from the beginning and do not require any prior Rust experience.
    Note: "Updated in July 2022.". - Online resource; title from title details screen (O'Reilly, viewed August 9, 2022)
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  • 50
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (16 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: MLOps packaging: HuggingFace and Docker Hub Use automation to package models Learn how to package a HuggingFace GPT2 model using automation with MLOps and pushing the result to Docker Hub. With just a little bit of Python and FastAPI you can have a powerful text generation API that is self-documented! Learn Objectives In this video lesson, I'll go over the details with an example repository you can use for reference including the following learning objectives: Create a FastAPI application with HuggingFace Interact with the model with HTTP from a container using FastAPI Containerize the application using GitHub Actions Create repository secrets to login and push to Docker Hub Resources Example repository Practical MLOps book MLOps Maturity Model Packaging ML models.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 51
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1068
    Keywords: Application program interfaces (Computer software) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: How to build GraphQL API quickly with AWS AppSync, Cognito, and DynamoDB.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 52
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (51 min.)) , sound, color.
    Edition: [First edition].
    DDC: 001.4/2
    Keywords: Quantitative research ; Julia (Computer program language) ; Chess Computer programs ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: An analysis of the relationship between the chess puzzle difficulty and popularity, from fetching the data from the web and uncompressing it to building a prediction model and visualization with Julia.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 53
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (49 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: C (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The author of the LP series "AWS Security: Compliance and Observability" compares the use of declarative infrastructure as code DSL such as CloudFormation versus imperative Boto code development, and demonstrates a spectrum of techniques to support testing Boto-intensive IaC.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 54
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    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Deep learning (Machine learning) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to use the M1Ultra to train a deep learning model using Ludwig the declarative deep learning framework. 00:00 Intro 00:31 Checking out M1Ultra 64 Core GPU and 20 Core CPU 01:31 Launching Visual Studio Code with a virtualenv 01:49 Checking out Makefile for Ludwig install process on Mac M1Ultra 64 Core GPU and 20 Core CPU machine 03:27 Training the Ludwig model using PyTorch Deep Learning in 30 seconds. Rotten Tomatoes binary classification. 04:28 Checkout out model structure on disk.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 27, 2022)
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  • 55
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    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 10 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Microservices Key Concepts - An Ongoing Series Select Microservice Key Concepts This video series covers key concepts of microservices. Lessons Covered Include: 1.0 benefits microservices intro 1.1 benefits microservice 1.2 Operationalizing Microservices 1.3 ci for microservices 1.4 aws api app runner 1.5 flask random fruit 2.0 containers microservice intro 2.1 containerized dotnet6 2.2 containerized ml Learning Objectives Learn key terminology and concepts in Microservices Understand foundational concepts in Microservices Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 56
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 30 min.)) , sound, color
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Object-oriented programming languages ; Computer software Development ; Computer software ; Development ; Object-oriented programming languages ; Python (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: DevOps Theory to Practice Go from theory to implementation in this DevOps course with Python and AWS This video course will show you how to start your first day as a DevOps Engineer and progress. Topics Covered Include: DevOps Theory Learn useful Python skills for DevOps including working with the filesystem and processes. Build an AWS Boto3 tool with Python Fire for translation and test it with CI/CD. Build a containerized FastAPI service deployed to AWS App Runner through continuous delivery. Learning Objectives Learn the theory behind DevOps Walk through the implementation of several O'Reilly books including Python for DevOps, AWS for C# and Enterprise MLOps. Build an AWS Translation Service tool with Python and Boto3 Deploy a Pandas FastAPI web service with Python and FastAPI and AWS App Runner Build and use AWS CodeBuild with AWS App Runner Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 24, 2022)
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  • 57
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 7 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Web site development ; Python (Computer program language) ; Web site development ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Python Testing for Beginners Over 1 hour of course material with practice code Quickly learn learn how to test in Python Learn the basics of Python testing in this course. From a brief overview of the standard library to using a more modern approach with Pytest, one of the most popular testing libraries in Python. By the end of this week, you should be comfortable working with existing tests, creating new tests, and debugging test failures. All lessons and videos have accompanying GitHub Repositories with example code. Reference GitHub Repository Learning Objectives In this course you will learn to: Understand the basics of testing and its importance Write and run tests with functions and classes Use Pytest for running and creating tests Apply different techniques for debugging including PDB and stopping on failure Use fixtures to simplify tests that make identical assertions Resources Python for beginners course Python Functions and Classes course Python Dictionaries course Pytest Master Class Python Bootcamp for Data Practical MLOps book.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 23, 2022)
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  • 58
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (29 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: An ongoing series
    DDC: 006.3/1
    Keywords: Machine learning ; Machine learning ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: MLOps Key Concepts - An Ongoing Series Select MLOps Key Concepts This video series live coding languages iteratively thus learning the language. Lessons Covered Include: 1.0 MLOps Hierarchy of Needs: DevOps, DataOps, Platform Automation and MLOps Learning Objectives Learn key terminology and concepts in machine learning, data science, data operations and DevOps Understand foundational concepts in MLOps Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 23, 2022)
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  • 59
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 19 min.)) , sound, color
    Edition: [First edition].
    DDC: 005.1
    Keywords: Microsoft .NET Framework ; Application software Development ; C (Computer program language) ; Microsoft .NET Framework ; Application software ; Development ; C (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 52 Weeks of .NET Learning .NET and C# by Live Coding This video series live coding .NET and iteratively learning the language. Lessons Covered Include: 1.0 52 Weeks of Live Coding NET Episode 1 codespaces.mp4 2.0 52 Weeks of Live Coding NET Episode 2 Xunit.mp4 3.0 52 Weeks of Live Coding NET Episode 3 Blazor.mp4 4.0 52 Weeks of Live Coding NET Episode 4 failing to get cdk1 working.mp4 5.0 52 Weeks of Live Coding NET Episode 5 success cdk2.mp4 Learning Objectives Learn .NET and C# and F# by Live Coding Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 23, 2022)
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  • 60
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 7 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Julia (Computer program language) ; Computer programming ; Computer programming ; Julia (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 52 Weeks of EIL (Exploring Interesting Languages) Learning Interesting Languages Live Coding This video series live coding languages iteratively thus learning the language. Lessons Covered Include: 1.0 52 weeks of exploring interesting languages Episode 1 Julia installing getting started 2.0 52 weeks of exploring interesting languages Episode 2 Julia strings 3.0 52 weeks of exploring interesting languages Episode 3 Julia functions 4.0 52 weeks of exploring interesting languages Julia Episode 4 Julia piping vectorizing functions 5.0 52weeks EIL Julia EP5 Control Flow Learning Objectives Exploring interesting languages and frameworks Learning to code in Julia Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 23, 2022)
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  • 61
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804611845 , 1804611840
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 24 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Java (Computer program language) ; Application software Development ; Functional programming (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Delve deep into the exciting world of asynchronous programming, especially with JavaScript as your language of choice. About This Video Learn one of the most complex topics of programming with easy-to-understand examples and hands-on explanations Learn about callbacks and how you have been using them in your daily programming already Learn all about event loops and how JavaScript works behind the screen and how it executes asynchronous code In Detail JavaScript was not designed to be an asynchronous language, but with just the right tweaks, you can make it asynchronous. Asynchronous code helps you manage everything seamlessly while making sure that the data you are waiting for is used in your code ONLY after it has been completely fetched. In this course, you will learn every single concept of asynchronous JavaScript with easy-to-understand, over-the-shoulder examples and detailed, interesting explanations. You will learn all about event loops and how JavaScript works behind the screen and how it executes asynchronous code, about callbacks and their drawbacks, how promises replaced them and how Async Await made promises prettier. You will apply all of these in three real-world mini-projects as well. We will look at Async Await, an ES7 update, and how they have made promises look pretty. We will also look at resolving multiple promises at the same time using Async Await and error handling. By the end of this course, you will have a thorough understanding of how asynchronous programming works in JavaScript. Audience This course has been designed for JavaScript developers who want to take their knowledge to the next level; web developers who would like to add "asynchronous programming" to their resume and stand out in their job interviews; programmers and fledgling developers who would like to learn how real-world programming works; and front-end developers who are working with frameworks such as Angular, React, Vue, or Svelte and would like to apply asynchronous programming concepts in their projects. Some knowledge of JavaScript will be an added advantage to get through the course.
    Note: "Published in September 2022.". - Online resource; title from title details screen (O'Reilly, viewed October 18, 2022)
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  • 62
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 13 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.312
    Keywords: Quantitative research Marketing ; Forecasting ; Customer relations Management ; Data processing ; Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Make a predictive XGBoost model for churn and generate predictions for an out-of-sample dataset.
    Note: Online resource; title from title details screen (O'Reilly, viewed July 25, 2022)
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  • 63
    Online Resource
    Online Resource
    [Place of publication not identified] : Apress
    ISBN: 9781484289341 , 148428934X
    Language: English
    Pages: 1 online resource (1 video file (46 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658/.05
    Keywords: Expert systems (Computer science) ; Artificial intelligence ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course is targeted toward both novice and experienced developers and software architects and will help build a solid understanding of what Amazon Lex is capable of and what the best practices associated with it are. The author shares his experience in successfully building chatbots and what that success entailed. Part 2 of Building Bots with Amazon Lex begins with an introduction to the Amazon Lex service. The author then dives into the details of creating intents, utterances, prompts, and context. This is a complete hands-on course, and the audience can easily map it with the basics covered in Part 1 of this vidoe series. Building Bots with Amazon Lex covers not only text-based but will also delve into voice-based bots. After completing this course, you will be able to implement chatbots within your organization and define clear goals and objectives for stakeholders. What You Will Learn How to configure Lex bot for multiple locales How to build a natural conversation on bots How to enable and use Sentiment Analysis with the bot How to enable and collect conversational logs from the bot Who This Video Is For Software developers, cloud developers, and cloud architects.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 18, 2022)
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  • 64
    Online Resource
    Online Resource
    [Place of publication not identified] : Addison-Wesley Professional
    ISBN: 9780138057626 , 0138057621
    Language: English
    Pages: 1 online resource (1 video file (5 hr., 50 min.)) , sound, color.
    Edition: Third edition.
    Series Statement: Live lessons
    DDC: 005.3
    Keywords: Kubernetes ; Application software Development ; Computer programs ; Application program interfaces (Computer software) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Getting Started with Kubernetes, 3rd Edition Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 18, 2022)
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  • 65
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (28 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Assimilate Python From Zero Learn Python From the Absolute Beginning This video series covers Python from the absolute beginning with incremental weekly lessons. Introduction Python Basics and How To Run Python Topics Covered Include: Python Basics Python Syntax Mastering Python Learn Python week-by-week Python Strings Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 9, 2022)
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  • 66
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (2 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Application program interfaces (Computer software) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Build Real-World AWS Microservices with Python and FastAPI From Zero. Practice end-to-end DevOps from scratch! This video will show you how to start from the absolute beginning of DevOps and build a real-world AWS microservice with Python and FastAPI. Topics Covered Include: 00:00 Introduction 01:00 Learning to use Github CodeSpaces 03:00 Building Python Project Scaffolding 06:50 Building Python virtualenv 09:00 Adding a Python Dependency 22:58 Setup GitHub Actions 34:00 Running Pylint on your project 42:00 Using a library you created 46:00 Building library tests with Pytest 51:00 Building CLI tools with Python Fire 59:00 Using IPython with libraries 01:02:09 Exploring Python wikipedia library 01:08:00 Using FastAPI and uvicorn 01:15:00 Exploring FastAPI Swagger API docs for microservice with wikipedia library 01:18:00 Adding NLP with textblob library in Python 01:29:00 Running tests with Pytest 01:34:00 Integrating Docker with FastAPI 01:50:00 Using AWS ECR (Elastic Container Registry) with FastAPI 01:52:00 Integrating AWS CodeBuild for Continuous Delivery to ECR Learning Objectives Using AWS to build real-world microservices Deploying AWS microservices with AWS CloudBuild and AWS App Runner for FastAPI Practice end-to-end DevOps from scratch with Python and FastAPI Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 9, 2022)
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    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 45 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Software engineering ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn Key Skills in Software Engineering Craftmanship Course An Ongoing Course This video will show you how to use CUDA GPUs with Python. Lessons Covered Include: Introduction to course What is a Makefile and how do you use it? Popular Linux commands Configuring ~/.bashrc Using grep, cut, sort and uniq Introducing GitHub Codespaces Compiling Python in Github CodeSpaces What is DevOps and how do you use it? Kaizen Methodology Learn Continuous Integration Learn key software engineering principles and best practices for building software. Learn both concepts and hands-on techniques for building software. Learn software craftsmanship. Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 9, 2022)
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    Online Resource
    [Place of publication not identified] : Apress
    ISBN: 9781484287392 , 1484287398
    Language: English
    Pages: 1 online resource (1 video file (29 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658/.05
    Keywords: Expert systems (Computer science) ; Artificial intelligence ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course is targeted towards novice or experienced developers and software architects. This course will help build a solid understanding of what Amazon Lex is capable of and what are the best practices associated with it. The author shares his experience on how he successfully built chatbots and what were the attributes for success. The course begins with an introduction to chatbot history, and terminologies like Persona, Utterances, Slots, and contexts. Next, it covers Amazon Lex with comparing chatbots between cloud providers, Amazon Lex history, and a use case on HR Bot. This is followed by describing the Life Cycle of the bot by explaining the Analysis phase activities, Design phase activities, and Development phase activities. There is a segment on Developing Business Logic for the bot. It concludes with discussing testing of the bot, deployment, and the channel for hosting the bot. The course will not only cover the text-based but will also delve into the voice-based bot. After completing this course, the audience will be able to visualize use cases where they can implement chatbots within their organization, define clear goals and objectives for the stakeholders. What you will learn What is Amazon Lex Understand life-cycle of a bot How to create your first bot How to host bot on Microsoft Teams Who this video is for Software developer, Cloud developers, Cloud Architects.
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  • 69
    ISBN: 9781484282052 , 1484282051
    Language: English
    Pages: 1 online resource (439 pages) , illustrations
    Edition: 3rd ed.
    Parallel Title: Erscheint auch als
    Keywords: PHP (Computer program language) ; Web site development ; Electronic books
    Abstract: Embark on a practical journey of building dynamic sites aided by multiple projects that can be easily adapted to real-world scenarios. This third edition will show you how to become a confident PHP developer, ready to take the next steps to being a Full Stack Developer and/or successful website or web application programmer. You won't be swamped with every detail of the full PHP language up front – instead, you’ll be introduced to a small, versatile subset of PHP by learning to use it creatively to develop dynamic projects. You will see how to use variables, control structures, functions, and object-oriented programming. Secure programming techniques are used throughout the book to demonstrate the proper way to defend against hackers. You will learn how to plan and create MySQL/MariaDB databases and access them using PHP. During this process, you will be introduced to data objects, UI design concepts, and design patterns. Model-View-Controller (MVC) methodology will be used to keep a consistent logical design for each project. Four main projects will be introduced: an image gallery, a blogging system, a data management dashboard, and an interactive game. Initially, a general discussion of how operating systems make programming easier, more reliable, and efficient will be provided. A brief example will follow to demonstrate installation of the latest versions of Apache, PHP, and MySQL/MariaDB. Basic PHP logic will be used during the development of the first project, an image gallery. Once these concepts have been absorbed, a further review of additional concepts of PHP 8 will be discussed, followed by an extensive blogging system will use MVC to reinforce and introduce additional PHP techniques. You’ll also discover the use of Google Charts to create a data management dashboard. Finally, you’ll explore arrays in more depth by developing logic for a checkers game. Along the way, exercises and projects are provided to reinforce what has been learned.
    Note: Includes index
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    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804615294 , 1804615293
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 21 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Hacking ; Penetration testing (Computer security) ; Internet Security measures ; Computer networks Security measures ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn to perform professional penetration testing using real-world corporate methodologies and prepare industry-grade reports. About This Video Learn how to use Metasploit framework to ease the process of exploitation Go specifically deep into hacking web technologies, applications, and servers Learn how to beat the security of custom websites having specific vulnerabilities In Detail In this course, you will learn the very basics of installing VMware and what to do to create the virtual environment that contains both our hacker machine and the target labs. Learn how to do advanced information gathering and reconnaissance in both active and passive modes as well as get the required templates and guides that will explain to you how to store the data you have gathered in a professional way. After that, we will take the data that was gathered in the previous section and use it to conduct vulnerability assessments. Moving ahead, we will also discuss how to use the Metasploit framework to ease the process of exploitation without neglecting the way to exploit things manually. Next, we will see how to beat the security of custom websites having specific vulnerabilities such as SQL injection, Cross Site Scripting (XSS), unrestricted file uploads, command injection, and brute forcing. Learn post exploitation with and without Metasploit framework as well as know many manual methods to do privilege escalation on a target, to move from standard user access to a full root/admin level shell. In the last and final section of the course, we will focus on how to write a report in a professional format. By the end of the course, you will be able to perform professional penetration testing in real life. Audience This course is for anyone curious about practical hacking and for people wanting to become advanced pentesters. It can also be taken by students willing to explore security testing. Knowing the basics of Linux and networking as well as knowing the extreme basics of hacking will be an added advantage.
    Note: "Published in September 2022.". - Online resource; title from title details screen (O'Reilly, viewed October 4, 2022)
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    Online Resource
    [Place of publication not identified] : Addison-Wesley Professional
    ISBN: 9780137842384 , 0137842384
    Language: English
    Pages: 1 online resource (1 video file (16 hr., 29 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 006.74
    Keywords: HTML (Document markup language) ; Cascading style sheets ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn Enough HTML, CSS and Layout to be Dangeroius teaches you how to make modern websites using Hypertext Markup Language (HTML) and Cascading style sheets (CSS). In addition to teaching you specific skills, it also helps you develop technical sophistiction - the seemingly magical ability to solve practically any technical problem.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 72
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7
    Keywords: Big data ; Software architecture ; Database management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation on data mesh with Neal Ford and data mesh creator Zhamak Dehghani. You'll learn how Zhamak's ideas around data mesh have evolved since she first presented the concept in 2018 and what has happened in the space since the publication of her book, Data Mesh: Delivering Data-Driven Value at Scale, in March of 2022. You'll also hear about some of the things that have made data mesh such a paradigm shift and discover ways to combat the potential for its misuse and abuse. This is a chance for you to hear about architecture and Neal and Zhamak's own career journeys. They'll spend a few minutes covering the trends that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn and how you can apply it Explore the data mesh paradigm and get tips for building one yourself See what's coming next with software architecture This recording of a live event is for you because... You want to learn about building and maintaining a data mesh. You're looking for ways to improve your architecture. Recommended follow-up: Read Data Mesh (book) Read Software Architecture Metrics (book) Read Designing Data-Intensive Applications (book) Read Software Architecture: The Hard Parts (book) Attend Software Architecture Superstream: Architecture Meets Data (live event on November 30).
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 73
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    Online Resource
    [Place of publication not identified] : Pearson
    ISBN: 9780135946350 , 0135946352
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 24 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 001.4/2
    Keywords: Quantitative research ; Business intelligence ; Management Statistical methods ; Decision making Statistical methods ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 7+ Hours of Video Instruction 7+ Hours of Direct Instruction in Prescriptive Analytics Foundations, Methods, Applications, and Best Practices Overview: Prescriptive Analytics for Optimal Decision-Making LiveLessons is designed and developed to provide comprehensive coverage of the underlying concepts and definitions of business analytics, and specifically prescriptive analytics, in order to clarify the confusion about the already crowded terminology and buzzwords for these popular evidence-based managerial decisioning trends. Prescriptive analytics are where the optimal decisions are made, often based on the information provided by descriptive and predictive analytics layers. The lesson structure in this course provides a natural progression of the foundational concepts, methods, and methodologies of prescriptive analytics as well as their application areas, the best practices, a variety of software tools, and how to use those tools to identify the best decision for a given, often overly complex, real-world problem. Based on this foundational understanding, the course builds hands-on skills with a variety of popular prescriptive analytics tools and platforms (including Microsoft Excel) using intuitive examples and simplified data sets. The key idea is to build both awareness and in-depth understanding of prescriptive analytics best practices through intuitive, visual, and hands-on applications and case studies. Skill Level: There is not a required minimum skill or knowledge level to take this course. Because of its holistic coverage, the course appeals to anyone (students and professionals) at any level of technical or managerial skill levels who are interested in learning about prescriptive analytics and its value propositions. Learn How To: The course provides a thorough yet easy-to-digest coverage of analytics (business analytics in general and prescriptive analytics in specific) concepts, theories, and best practices, followed by visual, intuitive, and highly practical hands-on illustrative examples using a variety of data sets and industry-leading software tools and platforms. Who Should Take This Course: This course is designed for anyone who is interested in learning about the best practices of prescriptive analytics and rapidly moving into practical extension of this popular technology of optimal decision-making with a minimal investment of time and resources. Course Requirements: There are no specific prerequisites or must-have requirements for this course. It is designed to attract and benefit anyone at any skill and managerial level who is interested in learning prescriptive analytics best practices, concepts, methods, tools and techniques. Lesson Descriptions: Lesson 1: Introduction to Prescriptive Analytics and Optimal Decision-Making Lesson 2: Optimal Decision-Making with Linear Programming Lesson 3: Heuristic Optimization with Evolutionary/Genetic Algorithms Lesson 4: Simulation Modeling for Decision Making Lesson 5: Multi-Criteria Decision-Making Methods Lesson 6: Expert Systems-Based Decisioning Systems Lesson 7: The Future of Prescriptive Analytics About Pearson Video Training: Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 13, 2022)
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  • 74
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    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 38 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Application software Development ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: GitHub Codespaces Course A full introduction to Codespaces with practical examples This course will show you everything you need to know to be productive using GitHub Codespaces , a service that allows you to run a configurable development environment with one-click launch with a remote compute in the cloud. Being able to run Visual Studio Code in the cloud for any project with a pre-configured environment is going to allow you to concentrate on the learning if you are student, the teaching if you are a professor, or being plain productive if you are already a technologist. Learning Objectives This course goes through some of the basics of using default Codespaces environments, but it also goes into configuring environments to take advantage of its best features, including: Learning about Codespaces uses and how it fits for learning, teaching, or working in projects Running default Codespaces and configuring it in your GitHub account Configuring Codespaces for different development environments Applying practical examples in Codespaces environments using Docker, Python, and many other tools About your instructor Alfredo Deza has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. Before getting into technology he participated in the 2004 Olympic Games and was the first-ever World Champion in High Jump representing Peru. He currently works in Developer Relations at Microsoft and is an Adjunct Professor at Duke University. This solid background in technology and teaching, including his experience creating courses with Codespaces is seen throughout this course, where you will get a first-hand experience with practical examples as well as applicable configuration for any development environment. Resources Python Bootcamp Pytest Master Class Practical MLOps book What is GitHub Codespaces Azure Codespaces Template.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 75
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.1675
    Keywords: Raspberry Pi (Computer) ; Pocket computers ; Microcomputers ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: You may be just getting started or have already started to learn how to build projects with your Raspberry Pi, but knowing what to do first and which path to follow can be quite hard, and you may feel baffled. The problem with most online resources for Raspberry Pi is that they focus on making you run existing programs so that you feel you've accomplished a lot; but, in reality, you've just copied or pasted some random code and didn't even scratch the surface. The why you should do that is not covered. Then the next time you need to do something on your own, you feel stuck and too dependent on other people's code. This course focuses on the why and helps you to become more autonomous with your Raspberry Pi. You will be able to start your own projects without having to desperately search for code on the internet to copy and paste. My personal goal is to help you understand enough to get started quickly and to make you think as a problem solver with engineer-level skills. This complete hands-on, step-by-step course targets the latest version of Raspberry Pi, which is Raspberry Pi 4. Everything also works perfectly for Raspberry Pi 2 and 3 versions. At the end of the course, you will have a strong foundation with your Raspberry Pi, and you will be able to start your own projects in no time.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 4, 2022)
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  • 76
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/37
    Keywords: User interfaces (Computer systems) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: React JS has taken center stage in easing the creation of dynamic user interfaces for websites and apps. Because JavaScript is one of the most widely used languages for websites and apps, it's no wonder that many people are working on libraries and frameworks to help it grow. And one of the most popular is React, which allows you to create unique HTML components and create sophisticated apps in a short amount of time. However, these frameworks and libraries are not always simple to understand. And that's where this course comes in: it breaks down challenging ideas, making them easy to comprehend even for newcomers to the development field. The course is enjoyable, engaging, and interactive. It takes a hands-on approach to React JS, and includes fun projects, such as building a calculator app, to put your new skills into practice. Lessons are are backed up with essential learning tools, such as quizzes and assignments, to reinforce what you learn and help it stick.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 77
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1/33
    Keywords: Python (Computer program language) ; Information visualization ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn how to visualize year-wise mean values using a grouped bar plot and how to perform exploratory data analysis using subplots of different types.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 78
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 46 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.54
    Keywords: Google Sheets ; Electronic spreadsheets ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn how to power up Google Sheets to share and collaborate with others! Increase your productivity with auto saves and the ability to access from any device. It is loaded with amazing smart functionality, such as: It's a web-based spreadsheet that you can use to store and access your files from your Google drive using your Google account. It works across any device, mobile or desktop. The interface is familiar, just like Excel and other similar spreadsheet products. It has lots of useful add-ons you can download to supercharge your Google Sheets. This course will make you more familiar with Google Sheets--helpful tips and resources are also included. Learn to manage version history in Google Sheets and create Google Sheets formulas. Course lessons are designed in a step-by-step lesson structure and taught by a Google Developer Expert for Google Workspace. What are you waiting for? Join now and become more productive with Google Sheets today.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 79
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 32 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.2/762
    Keywords: JavaScript (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Master JavaScript basics and become a JavaScript developer! Whether you want a career in front-end or back-end development, you must have a solid understanding of this universal language. And you are in the right place to learn it, or learn more about it. The course starts from the basics and works up to advanced and expert topics, so it is perfect for both beginners and seasoned JavaScript professionals. It teaches everything you need to get started coding in JavaScript. Highlights include: Comprehensive JavaScript: It's an all-in-one package that will take you from the very fundamentals of JavaScript to building modern and complex applications. Modern JavaScript made easy: You'll receive guidance through fun and practical code examples, critical insights into how JavaScript works behind the scenes, and awesome complete projects. Think like a developer: You'll learn how to plan application features, architect your code, debug code, and many more real-world skills that you will need in your job as a developer. From beginner to expert: Unlike other courses, this one contains beginner, intermediate, advanced, and even expert topics, so you don't have to buy any other course to master JavaScript from the ground up!.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 17, 2022)
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  • 80
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804618486 , 1804618489
    Language: English
    Pages: 1 online resource (1 video file (20 hr., 45 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: In this course, the initial few sections help you take a tour of programming in Python, covering all the basic to advanced concepts that are further used to build projects from scratch. You will create 15+ applications with Python. First, you will be creating a Dice Roller (a Python GUI application with Tkinter to generate random dice outputs) and Total Seconds and Days Counter. After that, you will create a Length Converter Python GUI application. Next, you will work on the image-to-icon converter to convert .png, .jpg, and .jpeg images into icons. You will work on a random element selector, perform data analysis and data visualization with the help of NumPy, Pandas, and matplotlib. You will also create a trees survey report, user credentials data, and sales data report. You will create eBook Store with Django 3 and an eCommerce website with HTML, CSS, and Bootstrap. You will also create a weight predictor, rainy or clear weather, and flavor predictor. Finally, you will make a rating bot, which will create a natural language processing model to rate comments and reviews automatically, and Face Recognizer that performs human face recognition with computer vision and OpenCV. By the end of this course, you will have learned the programming fundamentals to an advanced level with Python 3 and become an advanced-level programmer. What You Will Learn Learn about built-in functions in Python and how to create one Create a Python GUI application with Tkinter to generate random dice outputs Analyze the sales report in a week with Python data analysis Generate a survey report with data science Create an NLP model to rate comments and reviews automatically Perform human face recognition with computer vision and OpenCV Audience This course is ideal for individuals curious about Python programming, beginners at programming, and Python developers curious about data science, data analysis, and data visualization. This will also help full-stack web developers, artificial intelligence researchers, machine learning researchers, and GUI application developers. You just need curiosity and enthusiasm to get going with this course; the rest of everything will be taught from scratch. About The Author Rahul Mula: Rahul Mula is a developer specializing in Python, Flutter, and web development. He was really intrigued the first time he learned about programming and realized what could be done with it. He loves to explore different technologies and create applications to build something new. He has developed Keyviz--the free and open-source tool to visualize keystrokes in real-time. He has written books and created courses on Python programming teaching thousands of students.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 21, 2022)
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    [Place of publication not identified] : Addison-Wesley Professional
    ISBN: 9780137923717 , 0137923716
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 14 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 10+ Hours of Video Instruction Learn how to apply state-of-the-art transformer-based models including BERT and GPT to solve modern NLP tasks. Overview Introduction to Transformer Models for NLP LiveLessons provides a comprehensive overview of transformers and the mechanisms--attention, embedding, and tokenization--that set the stage for state-of-the-art NLP models like BERT and GPT to flourish. The focus for these lessons is providing a practical, comprehensive, and functional understanding of transformer architectures and how they are used to create modern NLP pipelines. Throughout this series, instructor Sinan Ozdemir will bring theory to life through illustrations, solved mathematical examples, and straightforward Python examples within Jupyter notebooks. All lessons in the course are grounded by real-life case studies and hands-on code examples. After completing this lesson, you will be in a great position to understand and build cutting-edge NLP pipelines using transformers. You will also be provided with extensive resources and curriculum detail which can all be found at the course's GitHub repository. About the Instructor Sinan Ozdemir'is currently Founder and CTO of Shiba Technologies. Sinan is a former lecturer of Data Science at Johns Hopkins University and the author of multiple textbooks on data science and machine learning. Additionally, he is the founder of the recently acquired Kylie.ai, an enterprise-grade conversational AI platform with RPA capabilities. He holds a master's degree in Pure Mathematics from Johns Hopkins University and is based in San Francisco, CA. Skill Level Intermediate Advanced Learn How To Recognize which type of transformer-based model is best for a given task Understand how transformers process text and make predictions Fine-tune a transformer-based model Create pipelines using fine-tuned models Deploy fine-tuned models and use them in production Who Should Take This Course Intermediate/advanced machine learning engineers with experience with ML, neural networks, and NLP Those interested in state-of-the art NLP architecture Those interested in productionizing NLP models Those comfortable using libraries like Tensorflow or PyTorch Those comfortable with linear algebra and vector/matrix operations Course Requirements Python 3 proficiency with some experience working in interactive Python environments including Notebooks (Jupyter/Google Colab/Kaggle Kernels) Comfortable using the Pandas library and either Tensorflow or PyTorch Understanding of ML/deep learning fundamentals including train/test splits, loss/cost functions, and gradient descent About Pearson Video Training: Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 82
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    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804615379 , 1804615374
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 18 min.)) , sound, color
    Edition: [First edition].
    DDC: 794.8/1526
    Keywords: Computer games Programming ; UnrealScript (Computer program language) ; Computer programming ; Computer games ; Programming ; Computer programming ; UnrealScript (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Create vehicles using 100% blueprints and ready-to-use Unreal Engine 5 assets from scratch in just a few hours. This is a very practical course aiming to create functional vehicles in a limited time. About This Video Create complete AAA game vehicles in Unreal Engine with the help of blueprints from scratch No matter in what field you are games or films, you will be able to create an exact replica of a functional vehicle Create a mini-game with checkpoints and best lap time along with adding best-games features In Detail Unreal Engine is the world's most open and advanced real-time 3D creation tool for photoreal visuals and immersive experiences. Unreal Engine is a complete suite of creation tools for game development, architectural and automotive visualization, linear film and television content creation, broadcast and live event production, training and simulation, and other real-time applications. This course will cover in detail topics on how to create AAA vehicle in Unreal Engine 5. Starting with the basic setup of the vehicle, we will be using the free Matrix demo scene to kickstart our environment. Then you will add car engine sounds, edit the environment and customize our car, and add logic to our speed meter to work with the car. Following that, you will add friction to your car, set up the car engine, and create and tweak the car's suspension and steering. Next, you will be tweaking and fine-tuning car stats. After that, you will be adding car impact, skidding sound, and creating a particle system for tire smoke. Finally, you will be creating checkpoint logic, setting up timers, and testing our game demo. By the end of this course, you will be confident enough to use Unreal Engine to create functional vehicles. You will be able to create a complete 3D vehicle and its environment from scratch with the help of added assets provided. Audience This course is ideal for the Unreal Engine 5 developers looking to create AAA realistic vehicles for their games, Unreal Engine 5 enthusiasts who want to expand their knowledge, and developers who want to know more about how to create realistic vehicles from scratch with Blueprints. You would need a basic to intermediate understanding of blueprints along with the Unreal Engine 5 interface and basic knowledge of the engine. You will need to download the free Matrix demo scene from the Epic Games marketplace to follow along the course.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 24, 2022)
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  • 83
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 18 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7
    Keywords: Database management ; Management information systems ; Information storage and retrieval systems ; Database management ; Information storage and retrieval systems ; Management information systems ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by Intel Data pipelines are the foundation for success in data analytics, so understanding how they work is of the utmost importance. Join us for hours of expert-led sessions that will give you insight into how data is moved, processed, and transformed to support analytics and reporting needs. You'll also learn how to address common challenges like monitoring and managing broken pipelines, explore considerations for choosing and connecting open source frameworks, commercial products, and homegrown solutions, and more. About the Data Superstream Series: This three-part Superstream series is designed to help your organization maximize the business impact of your data. Each day covers different topics, with unique sessions lasting no more than four hours. And they're packed with insights from key innovators and the latest tools and technologies to help you stay ahead of it all. What you'll learn and how you can apply it Learn how to build, deploy, and run a fully functioning ETL pipeline with Airflow Discover how to build robust data pipelines at scale Understand challenges in managing and monitoring hundreds of thousands of pipelines--and get tips on automating them Explore approaches to historical data preprocessing and data lifecycle management This recording of a live event is for you because... You're a data or software engineer or solution architect interested in learning about the latest trends in moving, processing, and transforming data. You want to learn how to address common challenges and improve the scalability and stability of your pipelines. You want to better understand the systems that you already use and learn how to take full advantage of their capabilities. Recommended follow-up: Read Data Pipelines Pocket Reference (book) Read Data Science on AWS (book) Read Data Quality Fundamentals (early release book) Read What Is Data Observability? (report) Explore Build a Robust Data Pipeline (four-part interactive scenario set).
    Note: Online resource; title from title details screen (O'Reilly, viewed August 24, 2022)
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    [Place of publication not identified] : Pearson IT Certification
    ISBN: 9780137931521 , 0137931522
    Language: English
    Pages: 1 online resource (1 video file (14 hr., 53 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/32
    Keywords: Red Hat, Inc ; Linux ; Electronic data processing personnel Study guides Certification ; Examinations ; Operating systems (Computers) Study guides Examinations ; Red Hat, Inc ; Linux ; Operating systems (Computers) ; Examinations ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Red Hat Certified System Administrator (RHCSA) RHEL 9.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 23, 2022)
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  • 85
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Julia (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: How does analyzing the social network of GitHub web and machine learning developers help to predict their neighbors' tags?.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 86
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (45 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: What makes a system-support machine learning model development? Find out how to transit yourself into the machine learning engineering domain.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 87
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (43 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The best ways to implement automatic live reload across your tech stack for JavaScript.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 30, 2022)
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  • 88
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    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804618929 , 1804618926
    Language: English
    Pages: 1 online resource (1 video file (15 hr., 39 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.2/762
    Keywords: Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: A course that will teach you every topic and concept of Java programming in detail, which will help you boost your coding skills. About This Video Learn the core Java skills needed to start your career as a Java developer Create multiple short projects along the way to gain confidence Learn industry best practices in Java software development from a professional Java developer In Detail Java programming language is very powerful and scalable and is used to create different software applications. The main reason many companies use Java is its popularity and usage in the industry. According to many official websites that track the popularity of languages, Java is either #1 or in the top 3. So, that means more companies and their staff are using it, so there are more career opportunities available for you if you are skilled in the language. You will start by understanding all the core OOPS concepts, what polymorphism and inheritance is, and apply them to your application. You will also learn all the essential Java keywords, operators, statements, loops, and expressions. You will understand how to download and install all the necessary coding tools and learn to perform code refactoring. Along the course, you will learn how to use different packages available. You will learn the concepts and usage of multithreading. Learn how to analyze logs and explore Java debugging techniques such as stack trace and breakpoints. You will also learn how to use the JUnit framework and implement Java design patterns. By the end of this course, you will have understood the building blocks of Java programming language. Audience This course is for software developers and programming enthusiasts. It is ideal for absolute beginners with no previous coding experience, for intermediates looking to sharpen their skills, for those who are looking to start/switch their career in Java, and for those looking to build a career in Big Data as Java is used in a lot of technologies.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 18, 2022)
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  • 89
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    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: How is long-term planning possible when everything changes all the time--and how do you address the unfortunate fact that architectures often gradually degrade? Evolutionary architectures support the building of systems that allow architects and developers to make sweeping changes to the most important parts with confidence. Join us for a special conversation on evolutionary architectures with Neal Ford and Thoughtworks CTO Rebecca Parsons. They'll discuss how their ideas around evolutionary architectures have evolved since the publication of their 2017 book Building Evolutionary Architectures (cowritten with Patrick Kua). Learn practices that allow developers to build continual architectures, which evolve cleanly without the need for a crystal ball. This is a chance for you to learn about architecture and Neal and Rebecca's own career journeys. They'll spend a few minutes covering the trends that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn and how you can apply it Understand what evolutionary architectures are and how to implement them See what's coming next with software architecture This live event is for you because... You want to learn more about building and maintaining evolutionary architectures. You're looking for ways to improve your architecture. Recommended follow-up: Read Building Evolutionary Architectures (book) Read Software Architecture Metrics (book) Read Fundamentals of Software Architecture (book) Read Software Architecture: The Hard Parts (book) Explore Evolutionary Architectures Fundamentals (course) Attend Software Architecture Superstream: Architecture Meets Data (live online event on November 30, 2022).
    Note: Online resource; title from title details screen (O'Reilly, viewed October 18, 2022)
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  • 90
    Online Resource
    Online Resource
    [Place of publication not identified] : Pearson IT Certification
    ISBN: 9780137646760 , 0137646763
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 25 min.)) , sound, color.
    Edition: Second edition.
    Series Statement: Live lessons
    DDC: 005.8076
    Keywords: Computer networks Study guides Security measures ; Examinations ; Computer security Study guides Examinations ; Electronic data processing Management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 15 hours of video instruction to learn everything you need to know about the Systems Security Certified Practitioner (SSCP) certification exam. Includes the new content covering the 2022 update. Overview SSCP (Systems Security Certified Practitioner) Complete Video Course provides 15 hours of comprehensive video that teaches you everything you need to know to get up and running with systems security. The content in this title has been updated to include coverage of the all-new topics in the 2022 exam release. The (ISC)2 SSCP exam is a solid introductory certification in IT security, and this comprehensive video course walks you through every topic on the exam blueprint so you can learn about system security from the ground up and gain the knowledge and skills you need to pass the SSCP exam. Full of live trainer discussions, hands-on demos, whiteboard work, and deep-dive discussions, this course covers security fundamentals and principles in a way that is easy to access. This video course covers every objective in the SSCP certification exam so you can use it as a complete study tool to pass the test, including the updates in the 2022 exam release, along with the knowledge and skills you need to advance your cybersecurity career. The (ISC)2 SSCP exam is a vendor-neutral world-recognized certification that endorses your IT security knowledge. It is also a great way to start your path toward CISSP certification, which is the next step through (ISC)2. Topics include Access controls Security operations and administration Risk identification, monitoring, and analysis Incident response and recovery Cryptography Network and communications security Systems and application security About the Instructor As the CEO of Superior Solutions, Inc., a Houston-based IT security consulting and auditing firm, Michael Gregg has more than 20 years of experience in information security and risk management. He holds two associate's degrees, a bachelor's degree, and a master's degree. Some of the certifications he holds include CISSP, SSCP, MCSE, CTT+, A+, N+, Security+, CASP, CCNA, GSEC, CEH, CHFI, CEI, CISA, CISM, and CGEIT. In addition to his experience with performing security audits and assessments, Gregg has authored or coauthored more than 20 books, including Certified Ethical Hacker Exam Prep (Que), CISSP Exam Cram 2 (Que), and Security Administrator Street Smarts (Sybex). He has testified before US Congress, his articles have been published on IT websites, and he has been sourced as an industry expert for CBS, ABC, CNN, Fox News and the New York Times. He has created more than 15 security-related courses and training classes for various companies and universities. Although audits and assessments are where he spends the bulk of his time, teaching and contributing to the written body of IT security knowledge are how Michael believes he can give something back to the community that has given him so much. He is a board member for Habitat for Humanity and when not working, Michael enjoys traveling and restoring muscle cars. Skill Level Beginner What You Will Learn Key concepts for all the objectives on the SSCP exam Security and cybersecurity fundamentals and principles Who Should Take This Course The target audience for this course consists of systems/network/application security professionals who are preparing for the SSCP exam. A secondary audience consists of any IT professional who wants to gain a broad understanding of how to secure modern enterprises. Course Requirements There are no prerequisites for this course, although fundamental networking knowledge is recommended. About LiveLessons Video Training LiveLessons Video Training series publishes hundreds of hands-on, expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. This professional and personal technology video series features world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, IBM Press, Pearson IT Certification, Sams, and Que. Topics include IT Certification, Programming, Web Development, Mobile Development, Home and Office Technologies, Business and Management, and more. View all LiveLessons on InformIT at http://www.informit.com/livelessons.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 17, 2022)
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  • 91
    Online Resource
    Online Resource
    [Place of publication not identified] : Pearson IT Certification
    ISBN: 9780138086558 , 0138086559
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 25 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Complete video course
    DDC: 005.3
    Keywords: Application program interfaces (Computer software) ; Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: 13 Hours of Video Instruction More than 13 hours of deep-dive video training to learn how to run applications on Kubernetes and pass the CKAD exam. Overview : Certified Kubernetes Application Developer (CKAD) Complete Video Course, Third Edition is your complete guide to learning how to run Kubernetes applications and pass the CKAD exam. It includes in-depth discussions, lightboard explanations, and lab demonstrations to get you started with Kubernetes. It also covers all objectives in the industry-recognized CKAD exam. Each lesson ends with a hands-on lab and the video course concludes with a full practice exam, so you can get the practice you need to feel prepared on exam day. The course provides in-depth knowledge for how to develop, create, manage, store, and troubleshoot Kubernetes applications, as well as how to work with containers in a Kubernetes environment. Best-selling author and trainer Sander van Vugt clearly and succinctly explains Kubernetes basics and building, and exposing scalable applications. Advanced CKAD tasks, including working with the API, applying DevOps technologies, and troubleshooting Kubernetes are also covered. Topics include: Module 1: Container Fundamentals Module 2: Kubernetes Essentials Module 3: Building and Exposing Scalable Applications Module 4: Advanced CKAD Tasks Module 5: Sample Exam Skill Level : Beginner to Intermediate Learn How To : Best prepare to pass the Certified Kubernetes Application Developer (CKAD) exam Run applications in containers Develop, create, manage, store, and troubleshoot Kubernetes applications Manage API options Manage pods Manage deployment and networking Manage ingress Manage Kubernetes resource storage Manage ConfigMaps and Secrets Troubleshoot Kubernetes Use the Helm Package Manager Work with custom resources Implement blue/green deployments Implement canary deployments Use operators Course requirements: A working knowledge of Linux A basic understanding of containers Who Should Take This Course : IT Administrators DevOps Engineers Software Developers IT Architects Hybrid Cloud Administrators About Pearson Video Training: Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more Learn more about Pearson Video training at http://www.informit.com/video.
    Note: Online resource; title from title details screen (O'Reilly, viewed December 12, 2022)
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  • 92
    Online Resource
    Online Resource
    [Place of publication not identified] : Addison-Wesley Professional
    ISBN: 9780137560387 , 0137560389
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 1 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live lessons
    DDC: 005.2/762
    Keywords: JavaScript (Computer program language) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Learn to Program with JavaScript.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 8, 2022)
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  • 93
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804619896 , 1804619892
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 27 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Amazon Web Services (Firm) ; Machine learning ; Amazon Web Services (Firm) ; Machine learning ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: AWS is the #1 cloud-based tool used industry-wide for machine learning projects. You do not need advanced coding expertise that is generally required in the field of machine learning. Nowadays, machine learning models that usually take many days to build are available very quickly in just a few minutes with the help of SageMaker Canvas. SageMaker Canvas has a small learning curve and you can pick up even advanced concepts very quickly. It is also available as part of AWS Free Tier. This course is created with students from various backgrounds in mind. Therefore, we start with the fundamentals and work our way up to more advanced topics. In addition, we will work on four projects in the course itself, from beginning to end. By providing you with in-depth knowledge and the necessary hands-on experience on this newly introduced cloud-based ML tool, this course will help you become a machine learning expert and enhance your skills. You won't need any advanced coding knowledge to complete projects that are based on real-world industry problems. Guidance is offered beyond the tool--you will not only learn the software but also important machine learning principles. By the end of this course, you will be able to build your own machine learning model and get accurate predictions without writing any code using AWS SageMaker Canvas. What You Will Learn Learn the basics of machine learning Get introduced to AWS SageMaker Use the Banknote Authentication dataset to predict data Use the SMS Spam Collection dataset to predict data Use the Customer Churn Prediction 2020 dataset to predict data Use the Wine Quality dataset to predict data Audience This course is designed for students who want to enter the machine learning domain but don't have coding expertise, or anybody in general who wants to know what machine learning is and how to use it professionally. You won't need any high-configuration computer to learn this tool. All you need is any system with internet connectivity and a basic understanding of machine learning. About The Author Prince Patni: Prince Patni is a software developer who specializes in business intelligence and data science. He has studied engineering, worked in four multinational corporations, and has been all over the world for business. He is currently working as an analyst/developer in a reputable organization. He enjoys both teaching and learning. He is here to offer his knowledge of data analytics, data visualization, business intelligence, data science, and other aspects of software development.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 28, 2022)
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  • 94
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781804615317 , 1804615315
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 39 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Data mining ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Web scraping is the process of scraping websites and extracting desired data from them, and in this course, you will learn and master web scraping using Python and Scrapy with a step-by-step and in-depth guide. The course starts with introducing you to the web scraping process (with infographics--no code); learn how to scrape data from websites and how to use Scrapy for this. After getting the basics clear, you will perform web scraping using Python and the Scrapy framework! After you have built an actual web scraper, you will get an idea of how web scraping works first-hand. You will then look at the essential concepts of web scraping and Scrapy. Learning how to scrape websites and the essentials already makes you a complete web scraper but you will take this even further and learn the advanced web scraping techniques to become an expert. Advanced topics such as crawling multiple pages and extracting data--pagination, scraping data using Regular Expressions (RegEx), scraping dynamic or JavaScript-rendered websites using Scrapy Playwright--will be thoroughly explained. Finally, you will perform three projects at the end--Champions League Table [ESPN], Product Tracker [Amazon], and Scraper Application [GUI]. By the end of this course, you will have learned how to do web scraping using Python and Scrapy. What You Will Learn Send a request to a URL to scrape websites using Scrapy Spider Get the HTML Response from the URL and parse it for web scraping Use Scrapy shell commands to test and verify CSS Selectors or XPath Export and save scraped data to online databases such as MongoDB Scrape data from multiple web pages using Scrapy pagination Login to websites using Scrapy FormRequest with CSRF tokens Audience This course is ideal for beginner Python developers who want to master web scraping or freelance web scrapers looking to polish their skills. Any individual and college students working on their projects and wanting to master web scraping using Python and the Scrapy module, then this course is for you. A basic understanding of Python programming is a must and elementary-level knowledge of HTML basics will be a plus but not mandatory. About The Author Rahul Mula: Rahul Mula is a developer specializing in Python, Flutter, and web development. He was really intrigued the first time he learned about programming and realized what could be done with it. He loves to explore different technologies and create applications to build something new. He has developed Keyviz--the free and open-source tool to visualize keystrokes in real-time. He has written books and created courses on Python programming teaching thousands of students.
    Note: "Published in November 2022.". - Online resource; title from title details screen (O'Reilly, viewed December 12, 2022)
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  • 95
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781837639717 , 183763971X
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 48 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Penetration testing (Computer security) ; Computer security ; Computer networks Security measures ; Hacking ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Modern web applications are complex and it's all about full-stack nowadays. That's why you need to dive into full-stack exploitation if you want to master web attacks. There is no room for classical web application hacking to exploit modern full-stack web apps and therefore, modern-day exploit methods will be showcased here. In this course, it will be shown to you how hackers can bypass Content Security Policy (CSP) which is the most powerful defensive technology in modern web applications. Then during this course, it will also be demonstrated how web applications can be hacked through PDFs, images, and links. You will also learn how hackers can steal secrets from AngularJS applications, which are very popular these days. Before concluding the course, you will understand how to exploit race conditions in web applications and how serious the consequences of this attack can be. At the end of this course, you would have gained knowledge about other powerful, full-stack attacks on modern web applications such as HTTP parameter pollution, subdomain takeover, and clickjacking. What You Will Learn Dive into full-stack exploitation of modern web applications Learn how hackers can bypass Content Security Policy (CSP) Discover how web applications can be hacked through PDFs, images, and links Explore how hackers can steal secrets from AngularJS applications Check if your web applications are vulnerable to race condition attacks Learn about HTTP parameter pollution, subdomain takeover, and clickjacking Audience This course is ideal for all penetration testers, ethical hackers, bug hunters, and security engineers/consultants who want to enhance and refresh their knowledge of pentesting and hacking. As a prerequisite, an individual with basic to intermediate level knowledge of hacking along with familiarity with common web application vulnerabilities will get the most out of this course. There will not be a dedicated video for installation purposes. About The Author Dawid Czagan: Dawid Czagan is an internationally recognized security researcher and trainer. He is listed among the top hackers at HackerOne. Dawid Czagan has found security vulnerabilities in Google, Yahoo, Mozilla, Microsoft, Twitter, and other companies. Due to the severity of many bugs, he received numerous awards for his findings. Dawid Czagan shares his security experience in his hands-on training at key industry conferences worldwide. He is the founder and CEO of Silesia Security Lab.
    Note: Online resource; title from title details screen (O'Reilly, viewed December 12, 2022)
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  • 96
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 51 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: MLOps is consistently one of the greatest challenges engineers face when creating and maintaining machine learning systems. Join expert practitioners to learn techniques and best practices for operationalizing machine learning models and explore case studies of them in action, showing you what works--and what doesn't. What you'll learn and how you can apply it Understand MLOps processes for model deployment, containerization, and automation as well as monitoring, continuous experimentation, and improvement Learn how an understanding of SRE and DevOps principles can enhance the practice of MLOps Avoid common pitfalls in the process of building end-to-end machine learning pipelines This recording of a live event is for you because... You're a data or machine learning practitioner who puts machine learning models into production, or you're embarking on an MLOps career path. You want to improve your process of productionizing machine learning models by applying new techniques and best practices. Recommended follow-up: Read Practical MLOps (book) Read Reliable Machine Learning (book) Watch Radar Talks: Hugo Bowne-Anderson on MLOps Versus DevOps (video) Take Practical MLOps (live online course with Noah Gift) Take Open Source MLOps in 4 Weeks (live online course with Alex Kim) Read Site Reliability Engineering (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed December 12, 2022)
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  • 97
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 18 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.52
    Keywords: Text processing (Computer science) ; Regular expressions (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Regular expressions have a bad reputation for being difficult to understand. This course introduces tools and a systematic approach so you can unlock the power of regular expressions to write compact, elegant code. In this course, we will cover concepts from basic to advanced. The examples progress in a logical, narrative way. At the end of one example, we will think about how we might tweak it to do something similar but more powerful. In this way, the concepts flow naturally from one example to the next. There are also 41 exercises. You are given a description of a regular expression, and then you write it using your choice of JavaScript or Python syntax. After you're done, tests written especially for the exercises will let you know whether your regular expressions did the job they were supposed to. These exercises are a fun, interactive way to cement the concepts in your brain, and make sure you really understand the material presented in the lectures. Depending on your level of experience, you can start at the beginning, or start later with concepts you've always been interested in, but haven't had a chance to learn yet.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 8, 2022)
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  • 98
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (6 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Kubernetes ; Application software Development ; Computer programs ; Application program interfaces (Computer software) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Kubernetes for Data Learning Kubernetes For Data This video series covers the Kubernetes ecosystem for data. Lessons Covered Include Six Key Lessons: 1.0 What is Kubernetes? 1.1 Cluster Architecture 1.2 Pods and Nodes 1.3 Services and Deployments 2.0 Running Kubernetes with Minikube 3.0 3.0 4.0 5.0 1.1 Docker Container Demo 1.2 Minikube Demo 1.3 Minikube Dashboard 1.4 Deploying a containerized FastAPI App with Kubernetes Learning Objectives Learn Kubernetes for Data Learning to build solutions with Kubernetes for Data Learning the key syntax and features of Kubernetes for Data Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 21, 2022)
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  • 99
    Online Resource
    Online Resource
    [Place of publication not identified] : Pragmatic AI Solutions
    Language: English
    Pages: 1 online resource (1 video file (44 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Go (Computer program language) ; Computer software Development ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Assimilate Go Learning Golang During Live Coding This video series covers live coding the Go Language iteratively thus learning the language. Lessons Covered Include: 1.0 Setup GitHub Codespaces and run hello world Go Learning Objectives Learn Go Learning to build solutions with Go Learning the key syntax and features of the Go Language Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ-900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn AWS Machine Learning Certification In ONE HOUR Fast, documented Machine Learning APIs with FastAPI Zero to One: AWS Lambda with SAM and Python in One Hour AWS Storage Solutions 2022: EBS/S3/EFS/Glacier Python Bootcamp for Data Testing In Python book Minimal Python book Practical MLOps book Python for DevOps-Playlist.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 21, 2022)
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  • 100
    Online Resource
    Online Resource
    [Place of publication not identified] : Packt Publishing
    ISBN: 9781837630554 , 1837630550
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 2 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Security measures ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The OWASP Top 10 is a standard awareness document for developers and web application security. It represents a broad consensus about the most critical security risks to web applications and has become such an important cyber security resource today. Unlike other courses that take a lazy approach to describe these security risks, this course analyzes each vulnerability in sufficient detail by describing what exactly the vulnerabilities are. The OWASP top 10 vulnerabilities explained in detail are Broken Access Control, Cryptographic Failures, SQL Injection Attacks, Cross Site Scripting Attacks, Insecure Design, Security Misconfiguration, Vulnerable and Outdated Components, Identification and Authentication Failures, Software and Data Integrity Failures, Security Logging and Monitoring Failures, and Server-Side Request Forgery. We will discuss how they are exploited by attackers and how they can be prevented. We will also look at real-world cases and scenarios where such vulnerabilities have been exploited. We will also make use of some third-party applications to try out some of these security risks and see how they are exploited in a real cyber-attack. By the end of the course, you will be able to protect your web applications from various vulnerability attacks. What You Will Learn Understand broken access control and its prevention Understand cryptographic failures and their prevention Understand SQL injection attacks Understand cross-site scripting attacks Understand security misconfiguration and its prevention Understand server-side request forgery and its prevention Audience This course is for cybersecurity professionals and cybersecurity students who would like to stay safe from vulnerabilities on the Internet. An understanding of the basics of cyber security is required to take up the course. About The Author Alexander Oni: Alexander Oni is a bestselling instructor with 70,000 students enrolled in his courses. His passion includes teaching through online courses in an entertaining way. Alex has been teaching online for three years and has created over 25 courses with numerous students registered worldwide. Alex believes we all have one shot at life and should live life to the fullest, constantly stepping out of our comfort zone, visiting places, and trying new things. His success in Udemy has given him financial freedom and the ability to travel and settle anywhere. The author is currently avidly travelling, spending a month in every city and moving to the next. His hobbies include watching movies, sports, and chess.
    Note: "Published in December 2022.". - Online resource; title from title details screen (O'Reilly, viewed January 10, 2023)
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