Kurzfassung: Create your own custom projects with Raspberry Pi and Arduino About This Video Use Raspberry Pi as the "brain" and Arduino as the "muscles" of your application Practice with nine activities and one big final project Develop an engineering mindset when solving problems In Detail Working only with Raspberry Pi, or only with Arduino, is already nice: you can do a lot of projects. But sometimes, this is not enough. You will need to combine the strength of both boards: the power of software with Raspberry Pi (brain) and the closeness to hardware with Arduino (muscles). In this course, we will start with the setup and then progress through four different parts. First, you will learn how to communicate with Serial between Raspberry Pi and Arduino. Then, learn how to build the Arduino circuit for the project, one component at a time. Control Arduino components from the Raspberry Pi. Next, we will explore new Raspberry Pi functionalities such as a camera and Telegram bot then you will learn how to control the camera from the Arduino and send commands to Arduino from a Telegram chat. In the last section, we will work on building a complete Intercom project using Serial, Telegram Bot, Pi Camera, and more. By the end of this course, you will be able to create your own custom projects with Raspberry Pi and Arduino. Audience This course is intended for creators of Arduino and/or Raspberry Pi who wish to combine the two boards for more exciting and challenging projects, or for anybody interested in developing serious robotics or home automation projects using Arduino and Raspberry Pi. As we won't cover the fundamentals of either Python or C++ programming, this course is not suitable for total beginners. Having a solid understanding of both Arduino and Raspberry Pi will definitely help you get started; however, you don't need to be an expert.

Kurzfassung: Go beyond the basics with Spring Boot! This practical guide presents dozens of relevant scenarios in a convenient problem-solution-discussion format. In Spring Boot in Practice you will learn: Spring Boot's features from an expert's perspective Configuring, logging, and monitoring Spring Boot applications Effective methods for database communication Utilizing Spring Security and securing your Spring application in production Designing and developing microservices and RESTful APIs with Spring Boot Microservice versioning, documentation, and security Reactive application development and reactive data access with WebSocket and RSocket Deploying Spring Boot applications on Kubernetes and major cloud platforms Implementing containerization in a Spring Boot application Using Spring Boot with Kotlin and GraalVM Spring Boot in Practice is full of practical recipes for common development problems in Spring Boot. Author Somnath Musib has spent years building applications with Spring, and he shares that extensive experience in this focused guide. You'll master techniques for using Spring Data, Spring Security, and other Spring-centric solutions. Learn how to work with Spring Boot and Kotlin, handling connections for multiple platforms, and how Spring Boot can simplify building microservices and APIs. Each recipe is built around a real-world problem, complete with a full solution and thoughtful discussion. About the Technology With Spring Boot, it's a snap to create standalone Spring applications that require minimal manual setup. Spring Boot directly embeds a server like Tomcat or Jetty into your project and preconfigures core Spring settings, third-party libraries, security, and other key elements. It's a big framework, with lots of powerful features. This book provides a rich collection of techniques to help you get the most out of Spring Boot. About the Book Spring Boot in Practice is a cookbook-style guide to Spring application development. Following a convenient Problem-Solution-Discussion format, it takes you technique-by-technique through Spring Boot fundamentals. You'll dive deep into auto-configuration, security, microservices, and more. Along the way, you'll also discover numerous advanced and hidden features. All the book's source code is open source, so you can integrate the detailed samples into your own projects. What's Inside Instantly useful techniques with reusable source code Configuring, logging, and monitoring Spring Boot applications Effective methods for database communication Securing Spring applications in production Microservices and RESTful APIs About the Reader For Spring Boot beginners with some Spring experience. About the Author Somnath Musib has over a decade of development experience, and has been actively working with Spring Boot since 2015. Quotes Your reliable guide to Spring...Somnath Musib does a great job, and his expert guidance makes it easy to focus on the journey that matters: the journey to production. - Josh Long, Spring Developer Advocate, Tanzu, a division of VMWare A-Z guide for Spring Boot. - Najeeb Arif, Thoughtworks Hands-on recipes and best practices that help you build applications faster. - João Miguel Pires Dias, Mercedes-Benz.io Invaluable for creating robust API frameworks rapidly and leveraging microservice best practices. - Lachman Dhalliwal, Netcompany.

Kurzfassung: In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. I've just finished the digital copy of this content-packed 274 pages of insightful technical guide and it definitely goes onto my list of useful sources for software developers, CS students, and even technical leads. Asil Çetin-Aufricht, Team Lead, Software Development, KPMG Austria Computer science theory quickly collides with the harsh reality of professional software development. This wickedly smart and devilishly funny beginner's guide shows you how to get the job done by prioritizing tasks, making quick decisions, and knowing which rules to break. In Street Coder you will learn: Data types, algorithms, and data structures for speedy software development Putting "bad" practices to good use Learn to love testing Embrace code breaks and become friends with failure Beginner-friendly insight on code optimization, asynchronous programming, parallelization, and refactoring Street Coder: Rules to break and how to break them is a programmer's survival guide, full of tips, tricks, and hacks that will make you a more efficient programmer. It takes the best practices you learn in a computer science class and deconstructs them to show when they're beneficial-- and when they aren't! This book's rebel mindset challenges status quo thinking and exposes the important skills you need on the job. You'll learn the crucial importance of algorithms and data structures, turn programming chores into programming pleasures, and shatter dogmatic principles keeping you from your full potential. Welcome to the streets!

Kurzfassung: Follow real-world API projects from concept to production, and learn hands-on how to describe and design APIs using OpenAPI. In Designing APIs with Swagger and OpenAPI you will learn how to: Understand OpenAPI syntax and structure Use Swagger and other tooling to create OpenAPI definitions Design authentication and authorization Turn an OpenAPI description into online documentation Automate processes and generating code Iterate an API design with user stories Build a frontend against a mock server Generate backend code with Swagger Codegen Versioning an API and dodging breaking changes Work with cross-functional teams Designing APIs with Swagger and OpenAPI is a comprehensive guide to designing and describing your first RESTful API using the most widely adopted standards. Following expert instruction from Swagger core contributor Josh Ponelat and API consultant Lukas Rosenstock, you'll spend each chapter progressively expanding the kind of APIs you'll want to build in the real world. You'll utilize OpenAPI and Swagger to help automate your workflow, and free up your time to work on more exciting features. Learn the syntax and structure of OpenAPI definitions, create and iterate on an API design with common tools, and release your API to the public. About the Technology Create web APIs that customers and developers will love! Using Swagger, a collection of tools for defining and documenting REST APIs, you will build safe, controlled access to your software. And because Swagger implements the vendor-neutral OpenAPI specification, you'll be building to the same standards adopted by Google, Microsoft, and Amazon. About the Book Designing APIs with Swagger and OpenAPI introduces a design-first approach. Written for developers new to API design, it follows the lifecycle of an API project from concept to production. You'll explore the dos and don'ts of APIs through progressively complete examples. You'll get hands-on experience designing APIs for specific business needs, using open source tools to generate documentation, and building developer-friendly components like mocks and client SDKs. What's Inside OpenAPI syntax and structure Using Swagger to create OpenAPI definitions Automating processes and generating code Working with cross-functional teams About the Reader For web developers. No prior knowledge of Swagger or OpenAPI required. About the Authors Josh Ponelat is the Swagger Open Source lead at SmartBear. Lukas Rosenstock is an independent software developer and API consultant. Quotes This book clearly presents patterns and techniques that will enhance the experience for all software developers who need to work with APIs! - From the Foreword by Tony Tam, Founder of Swagger Everyone in the business of designing APIs should read this book! - Pierre-Michel Ansel, 8x8 Essential advice for design-first API development. - Ian Lovell, Cutover A must-read for individuals and teams that are building APIs. - Foster Haines, Senior Consultant at J2 Interactive.

Kurzfassung: Gain practical knowledge about AWS Cloud through hands-on video sessions and practice demos About This Video Aligned with the latest exam guide of AWS Certified Cloud Practitioner (CLF-C01) Discover nine hours of highly engaging self-paced videos and hands-on demos Build a solid foundation to start your AWS journey In Detail The AWS Certified Cloud Practitioner is an entry-level certification. This certification will assess how well one understands AWS fundamentals and its services and ecosystem end to end. This helps individuals gain and develop talent with critical knowledge related to implementing cloud initiatives. Earning AWS Certified Cloud Practitioner validates foundational AWS knowledge as a steppingstone. This course is a hands-on specific course where you gain practical knowledge about AWS Cloud through videos and demo sessions by covering all the key concepts that will help you prepare and pass the certification exam. The concepts covered in-depth in this course include core concepts and the value of cloud computing; an introduction to AWS Cloud; AWS services; the AWS shared responsibility model; security best practices and compliance; and AWS Cloud costs, economics, and billing practices. With this, we will also understand the value of the AWS Cloud, explore AWS Services (S3, EC2, RDS, IAM, DynamoDB, Route 53), and then learn the application of AWS services with common use cases. By the end of this course, you will be well prepared for the latest AWS Certified Cloud Practitioner exam. Audience This course is designed for anyone who wants knowledge about AWS Cloud or wants to pass the AWS Certified Cloud Practitioner Certification. For this course, there are no prerequisites required nor any prior AWS Cloud experience necessary. We will use AWS Cloud free tier for the course.

Kurzfassung: 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.

Kurzfassung: 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.

Kurzfassung: 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.

Kurzfassung: Over the past several years, Microsoft has made significant contributions to the open source community, open-sourcing tools such as Visual Studio Code, PowerShell Core, and .NET Core and adding support for Bash in Windows 10 (WSL 1 and WSL 2). The company also contributes upstream to projects like Kubernetes, Helm, Draft, CNAB, Duffle, Porter, and more. Clearly, it recognizes the value open source can bring to organizations. Join us for a special conversation on open source with Sam Newman and Microsoft principal cloud advocate Jessica Deen. They'll chat about open source tools and why they matter for infrastructure and operations folks in particular, then explain how to leverage open source tools in your dev and production environments, enabling you to implement DevOps best practices and streamline your value delivery. Sam and Jessica talk about their own career journeys and infrastructure and ops. They'll 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 of, need for, and opportunities around working with open source See what's coming next for infrastructure and ops This recording of a live event is for you because... You want to learn about contributing to open source and using open source tools in your ops environment. You're looking for ways to implement DevOps best practices and streamline your value delivery. Recommended follow-up: Read Infrastructure as Code, second edition (book) Read Building Microservices, second edition (book) Read What Is DevOps? (report) Watch Infrastructure & Ops Superstream Series: CI/CD (recorded Superstream event).

Kurzfassung: 18+ Hours of Video Instruction Description This master class includes the following courses: Threat Intelligence and Threat Hunting LiveLessons System and Privacy Data Protection LiveLessons Malware and Incident Response LiveLessons Secure Operations and Protections LiveLessons Threat Intelligence and Threat Hunting LiveLessons A cybersecurity professional needs to understand threats, threat actors, and have a clear understanding of where attackers are trying to take advantage of vulnerabilities. With more than 7 hours of video training, Threat Intelligence and Threat Hunting LiveLessons provides learners with a look at where the vulnerabilities in software, cloud, and other attack surfaces exist. Throughout the course, the learner will explore how to classify threats, work with the vulnerabilities, and use common assessment methodologies. The course will also dive into understanding threats against Internet of Things, real-time operating systems, and cloud-based environments. System and Privacy Data Protection LiveLessons Cybersecurity is not only about preventing data breaches and hunting for attackers, it also involves many aspects of system and data privacy. With more than 4 hours of video training, System and Privacy Data Protection LiveLessons provides learners with an understanding of how to protect and store existing data, as well as understand that data confidentiality and business impacts are critical to data protection. In this course, the learner will examine multiple aspects of system privacy and data protection ranging from basic concepts to tools that are commonly used by data practitioners. Malware and Incident Response LiveLessons Threats, viruses, and attacks are unavoidable and as a cybersecurity professional you will need to understand how to analyze these threats. With 2 hours of video training, Malware and Incident Response LiveLessons provides learners with an understanding of basic malware analysis and how to respond to incidents when they happen. Leaners will also explore the basics of how malware works and how to set up a safe environment to analyze malware in a lab. This course is meant to be an introduction to simple tools and techniques for those new to cyber security. Secure Operations and Protections LiveLessons Understanding how to keep data operations secure and protect data is a critical part of any organizations day-to-day business. With more than 3 hours of video training, Secure Operations and Protections LiveLessons dives into the methodologies behind how organizations and secure operation centers observe, collect, and secure data. This course provides the learner with an understanding of basic operations and architectures that a Security Operations Center would encounter by examining standard software development life cycles and change control processes. This masterclass is taught by expert trainer, author and cybersecurity expert Aamir Lakhani. Using hands-on demos, in-depth discussions and lightboard work to teach cyber security fundamentals, this video course teaches you cybersecurity best practices in a way that is easy to access and implement in real world situations. Course Requirements Basic understanding of computer systems and cybersecurity 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.

Kurzfassung: Python packages have a lot of moving parts, and it can be daunting making sure it's all set up properly before you put something out there. Join Dane Hillard as he thinks of a Python package to create, which he then builds and publishes from scratch!.

Kurzfassung: Azure Databricks with Pandas and Open Datasets. Find out how to get a working cluster with Databricks using Azure and then use the full Pandas API operating in the cluster with Open Datasets and a Python Jupyter Notebook. This video will walk you through creating a workspace in Azure to create the Databricks service, then create the cluster that comes with the Pyspark Pandas API, and finally import the open datasets into the cluster. Although straightforward to create a Databricks cluster with Azure, it is a bit more involved to run a Python Jupyter Notebook that has Azure ML Open Datasets installed and availabe in the cluster along with the ability to use the full Pandas API you are used to working with and taking advantage of the clustering capabilities from Databricks.

Kurzfassung: Learn to use pure Cloud-Native tools to developer AWS Microservices in .NET 6.0. These services include: Cloud9, ECR, App Runner and Cloudshell. 00:00 Intro 00:43 AWS Microservices Architecture 02:00 Github C# Project Structure 02:23 AWS Cloud9 03:00 Building Docker Images for .NET 6 Web Service 04:00 Push to ECR 05:00 Setup AWS App Runner 06:47 Test service with AWS Cloudshell.

Kurzfassung: There's a pressing need for tools and workflows that meet data scientists where they are. This is also a serious business need: how to enable an organization of data scientists, who aren't software engineers by training, to build and deploy end-to-end machine learning workflows and applications independently. The new category of tools, frameworks, and processes that fill this need is often called MLOps. In this edition of Radar Talks, Hugo Bowne-Anderson explains why machine learning applications need special treatment in the first place and why we can't just fold them into existing DevOps best practices. You'll also explore what a modern technology stack for streamlined ML processes looks like and discover how you can start applying the stack in practice today. Recorded on April 5, 2022. See the original event page for resources for further learning or watch recordings of other past events. The O'Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry's top minds, you'll look at the early signals indicating significant trends and new technologies that will shape the future--and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts' unique outlooks for the future. 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.

Kurzfassung: Learn the many new features, enhancements, and updated technologies in the recent long-term support (LTS) release of Java Platform, Standard Edition (Java SE) 17. This video offers an overview of the JDK Release Process, differences between the more frequent non-LTS and the less frequent LTS releases, and various kinds of features such as preview, experimental, incubation and stable. You will understand how to enable and use preview features, as well as the steps to download the latest Java Development Kit (JDK). You'll also gain insight into the deprecation plan of some unused or obsolete APIs which will streamline the future releases of Java SE platform. What You Will Learn Understand what you need to know before upgrading to Java 17 Get familiar with the Java release process Explore the new features and capabilities of Java SE 17 in detail Upgrade to Java SE 17 Enable and Evaluate Preview features of Java SE 17 Who This Video Is For New programmers and software developers, or even some experienced programmers and developers in Java who are new to Java 17.

Kurzfassung: The introductory Excel tutorial covers topics related to entering data and demonstrates various ways of accepting and deleting data. You'll learn how to justify data within a cell and then have an opportunity to put it to practice. You will experiment with SmartLookup to search for anything on the Internet, whether it be Excel related or not, and then learn to place that information into an Excel pane. You will try out the Ribbon, a feature which drives the user-friendly resources in Excel. You'll learn the parts of the ribbon: tabs, groups, and command buttons and see how to hide and unhide the ribbon. Practice using short keys to run the commands and learn how to customize the ribbon to meet your needs. Add and remove commands, tabs and groups, change their order, add commands not normally used, then reset your ribbon back to the way it was before you made your changes. Finally, as Office 365 is is a product that regularly goes through changes, methods of getting help to stay up on the latest changes and support are demonstrated, including how to access Excel's built-in training videos. What you will learn • Know what Excel is and know some of its capabilities • Create, save, and open a workbook • Identify the current cell • Use the ribbon • Enter data in a worksheet • Get Help by using Screen Tips and the "Smart Lookup" feature This video is for anyone who wants to get up to speed on the many useful features and shortcuts of Excel.

Kurzfassung: 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.

Kurzfassung: Using STRIDE and OWASP Threat Dragon, one can find the threats that impact their architecture. Once identified, you will be able to formulate the remediation and/or mitigation that can be implemented in order to provide a more secure system.

Kurzfassung: Learn Python in five Minutes with Colab Notebook. Covers statements, lists, dictionaries, and for loops. 00:00 Intro 00:25 Using Colab 00:40 Tables of Contents in Colab 00:55 Save copy in Github 01:05 Print hello world 01:24 print equation 01:50 Using f-strings to print 02:05 using list data structures 02:20 Appending to a list 02:45 Looping with for loops in Python 03:30 Pushing to a list 04:00 Random Pushing to a container 05:19 Using a dictionary in Python.

Kurzfassung: Swift Classes and Structures 00:00 Intro.

Kurzfassung: Learn to build AWS Step Functions with Python and AWS Lambda. Use AWS Cloud9 to test your code locally and the Step Functions console to deploy your code to AWS. 00:00 Intro 00:22 Create AWS Lambda 02:49 Build Fruit Generator 05:01 Create New Test Event 07:18 Invoke AWS Lambda in Cloud9 09:32 Create AWS Step Functions 10:51 Create Second AWS Lambda 11:57 Create test payloads for second AWS Lambda 13:00 Build out the second AWS Lambda logic 15:11 Test bad logic condition 15:30 Build out chain reaction of AWS Step Functions.

Kurzfassung: 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.

Kurzfassung: At Honeycomb, customers send lots of data and then compose complex, ad hoc queries. Most are simple, some are not, and some are really not. The load is complex, spontaneous, and urgent, and it would have been prohibitively expensive to size a server cluster to handle big queries quickly. So Honeycomb took a different approach: farm the work out to AWS Lambda, Amazon's serverless offering. In this model, Lambda becomes an on-demand accelerator for Honeycomb's always-on servers. The benefits are immense, improving response times by an order of magnitude. But the challenges are numerous and often unexpected. Join us for this Case Study with Honeycomb developer advocate Jessica Kerr to learn how Honeycomb approached the problem of handling its clients' queries with Lambda. You'll learn the benefits and constraints of the serverless-as-accelerator model and get practical advice based on Honeycomb's own hard-earned experience. Recorded on April 26, 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.

Kurzfassung: 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).

Kurzfassung: 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).

Kurzfassung: 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.

Kurzfassung: 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.

Kurzfassung: As software development grows more complicated and becomes increasingly central to a business's identity, the demand is high for developers who operate at a senior level. Join us to level up your skills and accelerate your journey to senior software engineer. These in-depth sessions cover some of the biggest challenges facing software developers today, teaching you practical methods and best practices to improve coding and software design, better manage data, mentor new engineers, and collaborate with your team. About the Software Development Superstream Series: This recording of a live event will help you elevate your technical skills, become a better project manager, and build the other professional skills that will allow you to move into senior engineering roles. What you'll learn and how you can apply it Learn how to contribute at a high level, drive big projects, and determine tech strategy Understand how to change your mindset from doing it yourself to leading your team Discover how your skills stack up against senior and staff roles This recording of a live event is for you because... You're a developer who wants to learn the skills you need to move to the senior or staff level. You want to better understand what work matters the most at every stage of your career and learn how to build the skills you need to get there. You want to find your skills gaps and upskill accordingly. Recommended follow-up: Read The Staff Engineer's Path (early release book) Read Software Engineering at Google (book) Listen to The Manager's Path (audiobook) Read Mentoring (book) Take From Developer to Software Architect (live online training course with Nathaniel Schutta) Take Fundamentals of Software Engineering in 3 Weeks (live online training course with Nathaniel Schutta) Take Hands-On Software Design (live online training course with Venkat Subramaniam) Take Introduction to Critical Thinking (live online training course with Connie Missimer).

Kurzfassung: Explore the sentence_transformers package for loading a RoBERTa sentence encoder, which gives much better one-word summaries for long sentences, such as this one that you are reading right now ;).

Kurzfassung: Execute SQL with CSV datasets SQL is usually reserved for interacting with databases but in this video I show how you can use Databricks to run SQL queries against a CSV dataset. There are a few defaults that can make working with a CSV dataset problematic, like disabled schema infering and no headers. These are crucial when running SQL against the CSV since the defaults will treat every single value as a string. Although this video uses Azure Databricks, the same concepts should apply to any Databricks cluster. In this video you will learn: Uploading a CSV dataset to Databricks Create a Notebook to work with the CSV dataset Find potential pitfalls in default options for CSV and SQL Useful Resources Azure Databricks, Pandas, and Opendatasets Free Azure Certification for Students Learn Azure Databricks fundamentals Try Azure for Free Introduction to Azure Databricks.

Kurzfassung: So you want to start a career in cyber security but don't know where to begin? The best place to start is by getting to know yourself. Alyssa Miller, author of the Cyber Security Career Guide will share her approach to discovering which of the many disciplines within cyber security are the best fit for you. You'll learn practical exercises you can use to identify your interests and passions, assess your core skills and how they would apply to roles in those disciplines, and even how to navigate job descriptions to find the right opportunities for you. It's all about knowing yourself so you can set out on that career journey you've dreamed of.

Kurzfassung: Hobson and his colleagues try to figure out how to train word embeddings from scratch using the WikiText2 dataset in PyTorch. The WikiText2 dataset contains redacted words, but they were unable to find the "labels" that reveal the words masked with the symbol ``. If you try to use the `Wikipedia` package to retrieve Wikipedia pages directly, you may hit the `suggest` bug. There are more than 100 unanswered issues on the project, and the maintainer has pushed any changes for many years. The Tangible AI fork on GitLab fixes this search suggestion bug so we could easily crawl Wikipedia. Unfortunately, the Wikipedia-API package is not very useful for searching and crawling Wikipedia to retrieve text.

Kurzfassung: In this video, Carl Gold explains module number 4: Feature Engineering. The objective of this milestone is: - Your boss at Manning looks at the results and thinks they're really good. But they want you to look into a few more things to see if different views of the customer help you understand churn. - Your boss suggests the following additional customer metrics that they want you to create and see how they relate to churn using the techniques from the previous milestones. * The total number of customer events in the last 90 days * The number of distinct products the customer used in the last 90 days * The total number of actions related to browsing free content * Total number of actions related to enhanced reading features * The percentage of actions that include reading an owned book * The number of downloads the customer makes per unique product.

Kurzfassung: Welcome to this Skylines Academy MB-910 Certification Course! This course is based on the MB-910 certification curriculum published by Microsoft and is set up to align with the “Skills Measured” documentation. As a foundation to learning about Microsoft Dynamics 365, with Skylines Academy author and instructor, Karen Moen.

Kurzfassung: Master the two core technologies of HTML and CSS by building 10 modern web projects About This Video Learn how to build creative and beautiful web projects build together 10 different creative web projects with pure HTML and CSS Understand how to build a modern webpage with the latest effects and techniques In Detail If you want to succeed in the field of web development, you need to be well versed with HTML and CSS. Here is a brand-new course on HTML and CSS to help you hone your web development skills. We created this course to give students the best experience in HTML and CSS and allow them to build beautiful creative projects. The course strictly focuses on learning by practice. We will build 10 different web projects and they will be full of modern, nice, and beautiful effects and designs. We will start with simple projects, and we will go through some advanced ones as well. We can guarantee you that you will gain solid experience and knowledge in creating nice cool effects after completing this course. Using this course, you can get inspiration that will help you to enhance your projects and customize your portfolio. Mastering just these core technologies of front-end web development, you can create awesome and modern themes and simply get hired. Audience This course is designed for students who want to practice HTML and CSS, students who have the basic knowledge of front-end web development and want to develop their skills, and students who want to develop web design skills.

Kurzfassung: Learn JavaScript language fundamentals and start coding JavaScript today About This Video Understand JavaScript functions, expressions, and declarations Explore JavaScript conditions if statement and switch Explore JavaScript loops such as for, while, forEach functions In Detail Learn more about JavaScript and how JavaScript ES6 can be applied to create amazing JavaScript projects. This course is loaded with JavaScript examples and is perfect for beginners to learn more about JavaScript online. We learn to write JavaScript code using vanilla JavaScript. No libraries, no tricks. This JavaScript tutorial will walk you through creating your own JavaScript code and provide many JavaScript code snippets for use in JavaScript programming. The course covers core concepts such as variables, constants, data types, conditional statements, literals, type conversions, operators, functions objects, arrays, loops and iterations, JavaScript maps, and much more. Modern JavaScript-focused means that we will cover current syntax as well as foundational code. The content of this course is designed from real-world coding needs, based on questions, and commonly used code for real-world applications. No wasted time, just straight code learning. By the end of the course, you will learn the core fundamentals of JavaScript and how to use JavaScript in creating web applications. Audience This course is for beginners in JavaScript, web developers, and HTML, and CSS coders. Beginner JavaScript knowledge is required as the course covers only JavaScript relevant to the building of the game. Also, HTML and CSS knowledge is essential.

Kurzfassung: 10+ Hours of Video Instruction More than 10 hours of video instruction to get you up and running with Linux. Overview Linux Fundamentals LiveLessons has more than 10 hours of comprehensive video training for you to find everything you need to build a strong understanding of working with Linux. This comprehensive video course includes coverage of Linux basics, concepts, practices, and theories, so you can get the foundational knowledge of Linux you need to start your Linux career. Sander van Vugt will guide you through gaining an in-depth understanding of Linux. This full-featured video course includes a combination of active Linux demonstrations, lightboard instruction, and hands-on labs, providing a unique offering that gives you a full toolkit to enhance your learning and provide a seamless path forward should you want to get certified for Linux. This is a great first course for anyone wanting to pursue an RHCSA, Linux Foundation, or CompTIA Linux+ certification, or other entry-level Linux exams. Each lesson ends with a hands-on lab, giving you the opportunity to test out the skills and knowledge you have learned. The instructor then walks you through each Lab Solution so you can compare how you did with his work. Topics include Module 1: Essential Commands Module 2: User and Group Management and Permissions Module 3: Operating Running Systems About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and Open-Source topics. He is the author of the best-selling Red Hat RHCSA and RHCE Cert Guides as well as a number of other titles on Kubernetes (including CKAD and CKA), Ansible, Containers, Bash, Microservices, and more. Sander also works as a Linux and DevOps instructor, teaching onsite and online classes for customers around the world. Skill Level Beginner Learn How To: Install Linux Use essential tools Manage Files Work with text files Log in and run tasks with administrator privileges Work with the Bash Shell Manage Users and Groups Manage Permissions Store Management Essentials Manage networking Work with Systemd Manage software and SSH Manage Time Work with processes Schedule tasks Read log files Who Should Take This Course Administrators and developers who want to become familiar with the Linux operating system Anyone who needs basic Linux skills for working with Linux in cloud, container or Kubernetes environments Anyone taking the LFC and Linux+ exams Course Requirements Students should be able to install a virtual machine that runs Linux. Further instructions about installation are provided in Lesson 1 of this video course. 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.

Kurzfassung: The Complete Cybersecurity Bootcamp, 2nd Edition is your comprehensive guide to becoming a cybersecurity professional. The extensive course is compiled from Omar Santo's best-selling video courses, starting with the basics and leading you through the most important topics in the cybersecurity landscape. The videos in this intensive bootcamp are structured to help you start with the fundamental concepts of cybersecurity and then build your core cybersecurity knowledge and move on to real-life pen testing and ethical hacking projects. It also covers cloud security, cybersecurity management, monitoring and analysis, network security telemetry, digital forensics and incident response (DFIR), ethical hacking and pen testing, wireless hacking and pen testing, mobile device security, and IoT security. This course can also be a resource for anyone who is preparing for security certification like CompTIA Security+, Cisco CyberOps Associate, CISSP, CompTIA PenTest+, Certified Ethical Hacker (CEH), GIAC certifications, or others.

Kurzfassung: If you’re using Excel to collect, analyze, and interpret business data, you may be running into limitations that stop you from performing advanced, reproducible analysis. Speed up, automate, and validate your reporting and analytics with R, the popular open source programming language for data science. Join expert George Mount to learn how to utilize R for data manipulation by focusing on the most common data structures in business analytics: vectors and data frames. You’ll gain hands-on experience in the RStudio Desktop and learn how to use R’s popular tidyverse collection of packages for data analytics. Along the way, you’ll walk through the various windows in RStudio, discover how to navigate an R development environment, and understand how R can augment and automate common data preparation and manipulation tasks often done in Excel.

Kurzfassung: 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.

Kurzfassung: Structured Query Language (SQL) is the primary language used for accessing and managing data in a relational database system. Analysts, project managers, and other professionals want to make informed decisions using large datasets, but without a working knowledge of SQL, they often have to request that IT staff perform these data retrievals. Expert George Mount walks you through using SQL to query a database to extract the information you need for your analyses. No prior experience in programming or databases is required. As an Excel user, you already know more about these topics than you realize. Over three informative hours, you’ll discover how the foundations of SQL relate to everyday Excel tasks, empowering you to better explore and analyze your own databases.

Kurzfassung: What makes a robot a robot? What widely different types of robots exist, and what is robot software engineering?

Kurzfassung: Java Fundamentals is a comprehensive video course introducing the core elements of Java programming. In over 14 hours of professionally produced video, along with ample opportunities to try out what you’re learning, you’ll master the essentials in a friendly, easy-to-understand way. You’ll not only dig into the syntax and structure of the Java language, but also build up good habits and practices as you work with the many hands-on examples. As you progress from section to section, you’ll incrementally build a fully functioning application by adding and refining features.

Kurzfassung: 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.

Kurzfassung: Learn to use MLOPs methodology to deploy a Hugging Face Spaces application using Github Actions. 00:00 Intro 00:35 Project Overview of Hugging Face Spaces, Gradio and Github Actions 01:23 Hugging Face Overview 01:52 Creating Hugging Face Spaces 02:28 Creating Github Repo and Github Codespaces with 16 Cores 03:37 Setup Gradio Application and Python Structure 06:12 Installing Tensorflow and running Gradio application with Github Codespaces browser 06:48 Using Hugging Face Token 07:26 Setup Github Actions Secrets with Token from Hugging Face 08:00 Setup Github Actions that pushes to Hugging Face Spaces 09:30 Testing Deployed Hugging Face Spaces Application.

Kurzfassung: Learn to go from theory to DevOps to MLOps platforms in this MLOps Master Class. 00:00 Intro 01:18 Noah Gift Background 04:14 Why do we need MLOPs? 05:06 Where the data science industry is headed? 06:57 Without DevOps you don't have MLOps 08:46 Continuous delivery is enabled by the Cloud and IAC 10:03 DataOps is like the water hookup in your home 11:23 Platform Automation solves the complexity of the data science industry 15:06 MLOPs Feedback loop 16:33 Create Once, but Deploy Everywhere. Good Example is Google AutoML 18:16 MLOps isn't data centric or model centric there is no silver bullet 21:52 MLOps use cases: Autonomous Driving is a good example 23:00 How to invest in technology: Primary and Secondary and Research 25:50 AWS and Azure are the leaders in the cloud 27:39 Secondary considerations: Splunk, Snowflake, BigQuery, Iguazio, etc 29:00 Leverage learning platform and metacognition 30:00 Key certifications 32:00 NFSOps is using managed file systems to build new cloud-native workflows 34:00 Kubernetes is the new gold standard for many distributed systems 35:00 Sagemaker has many use cases 36:21 Azure ML Studio 37:21 Google Vertex AI 37:48 Iguazio MLRun 41:00 Current issues in distributed systems 45:00 Apple Create ML Demo 51:00 Databricks Spark Clusters 57:00 MLFlow 01:00:37 What is DevOps? 01:03:16 Creating a new Github repo 01:05 Developering with AWS Cloud9 01:20:26 Setup Github Actions 01:23:00 Walkthrough of Python MLOps cookbook example using a sklearn project 01:35:00 Pushing sklearn flask microservice to Amazon ECR 01:39:00 Setup AWS App Runner for MLOps Microservice inference 01:43:00 Setup Continuous Delivery of MLOps Microservice using AWS Code Build \5880 Online resource; title from title details screen (O’Reilly, viewed June 2, 2022).02:06:00 Comparing MLOps Platforms Databricks, Sagemaker and MLRun 02:31:00 Deploying MLRun open source MLOps with Colab Notebook.

Kurzfassung: 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.

Kurzfassung: A comprehensive course for those who know Python basics and want to be able to build web apps using Python About This Video Learn the different components of the Django web framework using real-world examples Learn and test for yourself and understand how every component behaves by running them on your browser Understand and apply the communication between Django and the SQL database In Detail The course teaching approach is learn-by-doing. You will learn to build two different apps: a modern Bootstrap blog website with a complete blog author interface and a dynamic Google Translate-like translator web app. The two apps have been chosen carefully to cover all core Django features. The apps are also extendible, allowing you to improve and add features to the apps while sharpening your Django skills and building your own GitHub portfolio. Among other topics, you will learn the model-view-template app structure of Django. You will also learn to set up SQL databases and connect the database with your app. You will learn to build complete web pages equipped with HTML widgets and create HTML forms that handle GET and POST HTTP requests. In addition, you will learn how to create and manage URL patterns for your app pages. You will also learn how to build an admin interface, which is useful when building content websites such as blogs, where content creators and other admins can use the admin interface to add content to the website without interfering with the codebase. You will also get an introduction to HTML and learn to create front-end widgets such as input boxes, buttons, and HTML forms. You will learn to give your web app a modern look by adding Bootstrap styling to your website. By the end of the course, you will have all the skills to build your own web apps using Django, and you will know where to look whenever you need to add new Django features to your apps. Audience The course is beneficial for those who want to turn their ideas into web apps. You will be able to create your own web apps in no time. You will also be able to start your web development career with this course. Finally, the program assumes you know Python basics already. If you know Python basics, you can understand and use the Django codebase to build web applications, and this course will take you step-by-step through that process.

Kurzfassung: Be a part of the learning community to filter JSON data with ease. The Jq command is built around filters that are used to find and print only the required data from a JSON file. About This Video Highly practical and comes bundled with all the resource files including PPT files End-to-end course on Jq command with the help of live examples for an in-depth understanding Beginner's level guide to explain Jq command using Bash Shell Scripts with detailed explanation In Detail Nowadays, DevOps automation is more into REST API usage, and REST API response is JSON. So, to implement bash shell scripts using REST APIs, you must know how to parse the response of REST API (that is, parse JSON data). Jq is a program developed to filter JSON data. You can consider Jq like sed, awk, or grep program but designed specifically for filtering JSON data. Jq supports filters, conditions, operators, and other language features. While the creation and understanding of JSON data are effortless due to its human-readable format, JSON data parsing is still a very complicated task to achieve if done manually. Instead, you can use programs like Jq to parse JSON data in minutes. In this course, you will see the usage of the Jq command in Bash Shell Scripts, followed by filters and options to work with JSON objects. After that, you will look at the simple usage of the Jq command in Shell Scripts and start working with JSON arrays using the index concept. Next, you will be constructing objects and arrays with and without inputs and the usage of the -n option in Jq Command. Finally, you will study the Jq functions. By the end of this course, you will have learned and gained the requisite confidence to work with the Jq Command using Bash Shell scripting in detail. Audience This course is ideal for Bash Shell Scripting developers wanting to use Jq Command in scripts and programmers who work with JSON. IT professionals who work with JSON or anyone who works with JSON will also benefit from the course. As a prerequisite, you should have a Linux/Mac system to practice, basic knowledge of the command line, along with beginner-level knowledge of usage of pipelines and redirections. Basic knowledge of JSON data and working knowledge of any editor like vi/Vim/VS Code is recommended as well.

Kurzfassung: 15+ Hours of Video Instruction Top-to-Bottom SQL Instruction in 15+ Hours of Video Training Overview Strong SQL skills are necessary to be competitive in the market today for IT jobs such as database administrator, programmer, application developer, database designer, and many others. SQL is the gold standard for all leading products today, including Oracle, SQL Server, and MySQL. SQL for Any IT Professional LiveLessons will equip you with the standard language used to communicate with todays relational databases. If you want to be effective in any job that requires work with databases to access and manipulate critical data, you need to be proficient in SQL. Databases in general and SQL specifically are often portrayed as difficult topics, but video instructor Ryan Stephens explains database principles in simple terms, showing you how to create organizational success and further your career in IT. In this video training, Ryan Stephens teaches IT professionals and aspiring IT professionals the standard database language, SQL, or Structured Query Language. This LiveLessons takes a comprehensive approach, guiding viewers through an introduction to relational databases, database design, SQL, data management, and data mining from basics to advanced queries that produce output, results, and reports in the real world. Topics Include Lesson 1: Unmask the Simplicity of SQL Lesson 2: Get to Know Your Database Lesson 3: Understand the Relational Database Design Process Lesson 4: Define Entities and Relationships Lesson 5: Normalize Your Database Lesson 6: Define Data Structures Lesson 7: Create and Manage Physical Database Objects Lesson 8: Manage Data and Transactions with SQL Lesson 9: Query Your Database Effectively Lesson 10: Join Tables in Queries Lesson 11: Employ Functions to Create More Meaningful Queries Lesson 12: Summarize and Group Data in a Query Lesson 13: Create Advanced Queries to Get More out of Your Data Lesson 14: Create Views to Expand the Capability of Your Database Lesson 15: Manage Database Users and Security Lesson 16: Take Your SQL Journey to the Next Level Skill Level Beginner to Intermediate What You Will Learn Through effective slides, screencasting, and hands-on exercises, Ryan Stephens shows you how to design, build, manage, and query databases using SQL. Learn how to Design and build a relational database Deploy a relational database using SQL Manage and query data using SQL Who Should Take This Course? Database professionals such as DBAs, software developers, application developers, web developers and administrators, database architects, functional users working closely with data Non-technical users and managers who want to learn more about how to effectively manage data and optimize the use of data in their organization Course Requirements: General understanding of what SQL is and/or in general how companies might use SQL 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.

Kurzfassung: Learn to build five mini projects and six website projects and become an expert by taking up the course. About This Video Learn the Tailwind utility classes using a code sandbox Learn how to set up a dev environment using the Tailwind CLI Learn to build five mini-projects and six website projects In Detail We will start with coding Sandbox and explore pages/videos for colors, typography, spacing, flex classes, and much more. This allows us to touch on all parts of Tailwind in a specific order, rather than just jumping right into projects. We will take what we learn in the Sandbox environment and use it to create some small projects. Next, we will start to work on larger landing-page websites. There will be six different websites. They are all very modern and clean looking. We partnered with Frontend Mentor for the designs. Some projects will have a bit of JavaScript for things such as hamburger menus, tabs, and some validation. Let us look at the projects: -Clipboard Website: Simple software product landing page focusing on Flexbox and alignment. -Loopstudios: VR company website with cool images, responsive mobile menu with some JavaScript, gradient overlay effects. -Shortly: Responsive menu and a little JavaScript for some form validation and working with the DOM. -Testimonial Grid: A project where we focus on using Tailwind's grid classes. -Fylo: Product page with a light/dark mode feature. We will add some JavaScript to save the color mode to local storage. We will also have a dynamic tab component for the FAQ. Bookmark: Bookmark manager extension landing page. This website will have some dynamic background images, a hamburger menu, and some tabs that will use JavaScript. By the end of this course, you will efficiently use Tailwind CSS utility classes. Audience This course has been designed for anyone that wants to get better at creating websites and UI layouts. A basic understanding of CSS grids, layouts, and JavaScript will be an advantage.

Kurzfassung: Learn how to use probability/statistics in all areas of computer science, data science, and machine learning About This Video A practical approach towards understanding the core concepts of probability and statistics Focuses on the applications of these important mathematical concepts in data science, machine learning, and other areas Understand why probability is the foundation of all modern machine learning In Detail The objective of this course is to give you a solid foundation needed to excel in all areas of computer science--specifically data science and machine learning. The issue is that most of the probability and statistics courses are too theory-oriented. They get tangled in the math without discussing the importance of applications. Applications are always given secondary importance. In this course, we take a code-oriented approach. We apply all concepts through code. In fact, we skip over all the useless theory that isn't relevant to computer science. Instead, we focus on the concepts that are more useful for data science, machine learning, and other areas of computer science. For instance, many probability courses skip over Bayesian inference. We will get to this immensely important concept rather quickly and give it due attention as it is widely thought of as the future of analysis! This way, you get to learn the most important concepts in this subject in the shortest amount of time possible without having to deal with the details of the less relevant topics. Once you have developed an intuition of the important stuff, you can then learn the latest and greatest models even on your own! Audience This course is designed for beginner ML and data science developers who need a solid foundation, for developers curious about data science and machine learning, for people looking to find out why probability is the foundation of all modern machine learning, or for developers who want to know how to harness the power of big data.

Kurzfassung: Learn everything there is to know about Docker and how to use Docker and Docker Compose to run your Spring Boot programs and databases inside containers About This Video Learn to create Spring Boot application from Spring Initializer Learn about Docker hub, its repositories, Docker images, tags within each image Learn to build code again and build image again with a new tag and push it to Docker hub In Detail In this course, you will learn everything about Docker and run your Spring Boot apps and databases inside containers using Docker and Docker Compose. First, you will learn about why it's necessary to execute apps within containers, as well as what Docker, Image, Container, Docker Hub, and Dockerfile are. Then we will look at the advantages of utilizing Docker and running apps inside containers, as well as how to make your own Dockerfile, build a Docker image, and launch a container from it. Following that, we will look at how to convert a regular Spring Boot program into a Docker-based container application. Run a database within the container and enable inter-container communication to allow various apps to communicate with one another. Check the logs within a running container, enter the container, list all images, list all running containers, and delete the image and container, create a Docker Compose file, then use it to run several containers. Next, you will learn how to create a Spring Boot application using the spring initializer, as well as the Docker hub, its repositories, Docker images, and tags within each image, as well as how to tag a Docker image to a specific version. Finally, you will learn how to build code and an image with a new tag and push it to the Docker Hub. By the end of this course, you will be able to build, run containers, and push them to the central hub. Audience This course is for anyone interested in learning about containers and running programs inside them. Only rudimentary Java and Spring Boot expertise is required.

Kurzfassung: 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.

Kurzfassung: Learn how to build, host, test, and monitor your own Azure Function apps using a practical and real-world example About This Video Learn the most important concepts and capabilities of Azure Functions Explore several supported triggers that can start an Azure Function Learn to connect to Azure services using input and output bindings In Detail Azure Functions is one of the quickest and easiest ways to get your code running in Azure while maintaining a cost-effective and serverless model. This course will teach you how to develop your own Azure Functions apps and to visualize how whole applications may be built with Azure Functions' powerful yet simple paradigm. We will look at the tools that are required for development, both locally and in the Azure portal, as well as the various triggers, bindings, and deployment models that are available. In this course, you will learn how to understand Azure Functions' hosting plans, explore C#, TypeScript, and other language options, and develop and test Azure Functions using Azure Portal editor, Visual Studio, and Visual Studio Code. Then you will learn how to create and manage Azure Functions, understand Azure Functions Bindings and Triggers, use Azure CosmosDB with Azure Functions, monitor Azure Functions for performance and potential errors using Application Insights, deploy Azure Functions app, build client applications to interact with Azure Functions, setup CORS policies for Azure Function app, and explore security with Azure AD for deployed Azure Function apps. By the end of this course, you should have a fundamental understanding of what Microsoft Azure Functions are, how they can be used, and how they can interact with other services. Audience Learners who want to learn more about Azure services, beginners or advanced learners who want to learn Azure Functions, and developers who want to understand different ideas connected to Azure Functions can benefit from this course. One just needs some knowledge of programming and access to an Azure account or a machine that can run Azure storage emulators.

Kurzfassung: Spice up the design of your apps by adding functionality for user customization. You'll program your apps to allow users to pick different icons. From assets you've imported and made available, users can update their homescreen icon for your app to reflect the season, match their wallpaper, or sync with a current Holiday. This meshes nicely with the newer implementation of widgets to bring more life to users' homescreens and your apps. What You'll Learn Create a basic Xcode project for iOS Import assets for icons Program a UI element for picking between icons Who This Video Is For Developers with some experience using Xcode and Swift.

Kurzfassung: Join us for a special conversation with Sam Newman and guest Guy Podjarny, where they will discuss the many challenges software engineers face for security in a Cloud Native and Serverless world and how to deal with breaches when they arise. They'll also talk about some of the challenges and benefits of working with open source and will cover supply chain security and how it is so important but also so complicated and what recent breaches can tell us about protecting ourselves moving forward. Sam and Guy will spend a few minutes covering the trends that are influencing infrastructure and 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 opportunities around working with open source and cloud native technologies--and why security is so important What's coming next for infrastructure and ops This recording of a live event is for you because... You want to learn about cloud native, serverless, and open source security and how to secure your supply chain. You're looking for ways to implement DevOps best practices and streamline your value delivery. Recommended follow-up: Read Cloud Native Application Security (report) Read Securing Open Source Libraries (report) Read Serverless Security (report).

Kurzfassung: More and more organizations are building their applications on top of the cloud. But unfortunately, not all cloud services provide airtight security--some have vulnerabilities in their authentication protocols or data encryption, which can endanger an enterprise's infrastructure. That's why it's crucial to keep up with the latest security standards. These sessions will get you up to speed on key techniques and best practices for securing your cloud. You'll discover how to better assess threats and develop a security-aware mindset, learn how to utilize tools and design models to properly secure your cloud environment, and more. About the Cloud Superstream Series: This two-part series gets you up and running with two key areas of cloud computing. The first event covers techniques and best practices for securing your cloud. The second takes a look at the leading cloud platform, Amazon Web Services, offering an overview of best practices with data, working with Kubernetes, protecting identity and privacy, operating AWS with a multicloud or hybrid cloud, and more. What you'll learn and how you can apply it Learn how to better assess threats and develop a security-aware mindset Understand key techniques and best practices for securing your cloud Understand supply chain vulnerabilities and how to anticipate and address them This recording of a live event is for you because... You're a developer or engineer who wants to understand the challenges of cloud security and find out how to address them. You want to learn how to secure your microservices and reduce vulnerability traversal. You need to assess and secure your CI/CD pipeline and protect it from supply chain attacks. Recommended follow-up: Read Building Microservices, second edition (book) Read Serverless Security (report) Read Practical Cloud Security (book) Attend Infrastructure & Ops Hour: Cloud Native and Open Source Security with Guy Podjarny (live event on June 13) Read Cloud Native Application Security (report) Read Cloud Native Security Cookbook (book) Watch Learning Path: Cloud Security Fundamentals (video).

Kurzfassung: 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.

Kurzfassung: Optimize the decisions that define your code by exploring the common mistakes and intentional tradeoffs made by expert developers. In Software Mistakes and Tradeoffs you will learn how to: Reason about your systems to make intuitive and better design decisions Understand consequences and how to balance tradeoffs Pick the right library for your problem Thoroughly analyze all of your service's dependencies Understand delivery semantics and how they influence distributed architecture Design and execute performance tests to detect code hot paths and validate a system's SLA Detect and optimize hot paths in your code to focus optimization efforts on root causes Decide on a suitable data model for date/time handling to avoid common (but subtle) mistakes Reason about compatibility and versioning to prevent unexpected problems for API clients Understand tight/loose coupling and how it influences coordination of work between teams Clarify requirements until they are precise, easily implemented, and easily tested Optimize your APIs for friendly user experience Code performance versus simplicity. Delivery speed versus duplication. Flexibility versus maintainability--every decision you make in software engineering involves balancing tradeoffs. In Software Mistakes and Tradeoffs you'll learn from costly mistakes that Tomasz Lelek and Jon Skeet have encountered over their impressive careers. You'll explore real-world scenarios where poor understanding of tradeoffs lead to major problems down the road, so you can pre-empt your own mistakes with a more thoughtful approach to decision making. Learn how code duplication impacts the coupling and evolution speed of your systems, and how simple-sounding requirements can have hidden nuances with respect to date and time information. Discover how to efficiently narrow your optimization scope according to 80/20 Pareto principles, and ensure consistency in your distributed systems. You'll soon have built up the kind of knowledge base that only comes from years of experience. About the Technology Every step in a software project involves making tradeoffs. When you're balancing speed, security, cost, delivery time, features, and more, reasonable design choices may prove problematic in production. The expert insights and relatable war stories in this book will help you make good choices as you design and build applications. About the Book Software Mistakes and Tradeoffs explores real-world scenarios where the wrong tradeoff decisions were made and illuminates what could have been done differently. In it, authors Tomasz Lelek and Jon Skeet share wisdom based on decades of software engineering experience, including some delightfully instructive mistakes. You'll appreciate the specific tips and practical techniques that accompany each example, along with evergreen patterns that will change the way you approach your next projects. What's Inside How to reason about your software systematically How to pick tools, libraries, and frameworks How tight and loose coupling affect team coordination Requirements that are precise, easy to implement, and easy to test About the Reader For mid- and senior-level developers and architects who make decisions about software design and implementation. About the Authors Tomasz Lelek works daily with a wide range of production services, architectures, and JVM languages. A Google engineer and author of C# in Depth, Jon Skeet is famous for his many practical contributions to Stack Overflow. Quotes Great book that I wish I had earlier in my career. Many hard-learned lessons contained in these pages. - Dave Corun, Avanade Clear and to-the-point summation of years of real-life experience in software engineering. A must-read for all newcomers to the software engineering world. - Rafael Avila Martinez, Mastercard Shines a light on the intrinsic conflicts of the programming process and how they impact the code you write. - Roberto Casadei, Università di Bologna Summarizes the main pain points for every software developer and presents solutions in a clear and didactic way. - Nelson González, General Electric.

Kurzfassung: Learn how to draw tree data structures. Recursive methods let you traverse a tree to figure out how much space each node's subtree requires and where it should be positioned.

Kurzfassung: Secure and simplify user authentication with Multi-Factor Authentication and secure passwordless solutions that become possible thanks to the FIDO2 standard.

Kurzfassung: An overview of how the Azure cloud can be useful for bioinformatics and genomics.

Kurzfassung: Learn to use AWS to continuously deploy a Hugo site that has global scale. 00:00 Intro 02:00 Create Github Repo 05:52 Launch AWS Cloud9 05:58 Download Hugo binary 11:00 Create Hugo Quickstart 17:00 Adding submodules for theme 23:00 Building Hugo locally and running it in Cloud9 26:00 Setup AWS S3 Static Hosting 30:30 Setup AWS CloudBuild for Continuous Delivery of Hugo 40:00 Verify Hugo deploy works.

Kurzfassung: Complete, concise, confident overview of advanced Scrum techniques About This Video Complete, concise, confident overview of advanced Scrum techniques Gain confidence in using advanced Scrum techniques Learn the fundamentals of the Scrum of Scrums program management technique In Detail Scrum is a straightforward approach to managing and completing even the most difficult projects. It is the most effective technique to finish projects or programs on time while providing value to any organization or user. Scrum is the most widely used agile project management framework. In this course, you will learn how to run multiple projects using advanced Scrum methods such as Scrum of Scrums, learn how to become a Scrum master in seven simple steps, and learn how to influence by explaining Scrum to anyone at any level of the business. Learn how to become a Scrum master, influence others to use Scrum, and manage programs WITHOUT paying thousands of dollars for training. Learn what Scrum is and why it is so powerful for delivering programs (a set of related projects) using the Scrum of Scrums method. Learn how to use the Scrum of Scrums method for delivering multiple related projects. Feel confident in explaining Scrum to teams, managers, and stakeholders for any service, maintenance, or support team. Understand the detailed reasons for each Scrum rule and how they help deliver projects more effectively. By the end of this course, you will learn the Scrum of Scrums approach, how to become a Scrum Master, and how to coach by explaining Scrum with 72 reasons. Audience This course is for Scrum Masters, program managers, project managers, product owners, business owners, support teams, maintenance teams, service and sales teams, and development support teams, as well as anyone who wants a complete overview of how to run multiple Scrum teams, explain and influence others to use Scrum, or become a Scrum master, with the assurance that they are getting the facts taught by an Agile expert.

Kurzfassung: Build a solid foundation in Flutter and become an intermediate developer About This Video Build a solid foundation in Flutter and become an intermediate developer Build a complete real-world cross platform app for both iOS and Android Learn about Firebase Auth for Authentication and Firebase Cloud Firestore for the database In Detail Most beginner courses only teach you the individual parts of a framework but don't cover how they all come together to create a real-world application. In this course, we will cover the fundamentals of flutter and dart to construct a solid foundation, as well as learn how to build out the iOS Reminders app's complete layout. Improve our app's navigation by learning how to move between screens and pass data. We'll learn how to structure our code and how to describe our data using classes in Dart; add email authentication to the app using Firebase Auth; our project will utilize the Firebase Firestore as a real-time database; create a custom light and dark theme for the app that the user can choose between and manage the app's overall status using the Provider Package (recommended by Google). By the end of this course, you will be an intermediate Flutter developer. Audience Anyone wishing to begin with Flutter is encouraged to take this course, as it requires no prior programming knowledge.

Kurzfassung: Want to learn Arduino in a fun, practical, and efficient way? Don't wait anymore and start your Arduino journey with this complete course today. About This Video Become confident to create your own Arduino projects Install an Arduino library with different versions Communicate between your Arduino and your computer through Serial In Detail This course helps you start from scratch and get the necessary foundation you need and learn--through practice and hands-on lessons--the complete process to create Arduino projects. The course is divided into four main parts. First, you will set up the Arduino IDE (or the free online simulator), create your own circuit, learn the Arduino programming fundamentals, and understand and work with digital/analog pins to control Land EDs, push buttons, and potentiometers. After this "basic Arduino foundation" package, it's time to get to know new Arduino functionalities to go further with your projects: time, multitasking, debounce, interrupts Serial, EEPROM. Now you will be more confident to create any Arduino program or project. Here, you will work with new hardware components such as an ultrasonic sensor, LCD display screen, infrared remote controller, and photoresistor. To finish, a big final project: an interactive obstacle detection application. You will get a nice challenge to create a real and useful Arduino project, which you can reuse and modify for your own purpose. By the end of this complete course, you will have a strong Arduino foundation and you will be able to start any custom Arduino project that you want. Audience This course can be taken by students, engineers, researchers, teachers, and developers. It is also useful for software developers who want to discover the electronics/hardware world; anyone who has a hardware project idea and wants to bring it to the world; and anyone who wants to use fast prototyping for a hardware product using Arduino. No prior knowledge is required in Arduino, programming, hardware, or engineering.

Kurzfassung: Build applications with Python, FAST API, React JS, MongoDB, and Bootstrap to begin your journey toward becoming a full-stack developer About This Video Build a complete full-stack application using the latest and trending technologies Build a project with Create, Update, Delete, and Find all functionality with a real-world use case Debug your frontend application using the developer tool In Detail In this course, you will learn everything that is needed to build a complete full-stack application using the latest and trending technologies. You will also learn various debugging and troubleshooting techniques that will boost your confidence to find and fix any issues both on the frontend and backend stack. In this course, we will cover FAST API framework, GET endpoint, POST endpoint, PUT endpoint, DELETE endpoint, middleware, enabling CORS, allowing HTTP headers, allowing HTTP methods, using hooks such as useState and useEffect, states in React, functional components in React, calling APIs from React applications using Axios, how to make a website responsive, debugging your frontend application using the developer tool, and checking network calls in browser's developer tool. Finally, you will learn to push code to GitHub from your local computer. Basically, this course will teach you everything using a hands-on approach to making you comfortable with the development of applications using frontend technologies such as HTML, CSS, JSX, and REACT JS, and backend technologies such as Python 3, FAST API, MongoDB, and NoSQL. By the end of this course, you will be able to create your own FARM stack form for your real-world project. Audience Anyone interested in learning how to build a FARM stack form for a practical project or in becoming a full-stack developer should take this course. JavaScript, HTML, and CSS fundamentals are needed.

Kurzfassung: Make a predictive XGBoost model for churn and generate predictions for an out-of-sample dataset.

Kurzfassung: Learn to use a CUDA GPU to speed up code in Python dramatically. CUDA POWERED! This video will show you how to use CUDA GPUs with Python. Topics Covered Include: 00:00 Introduction 00:16 End of Moore's Law 01:15 What is a TPU and ASIC 02:25 How a GPU works 03:05 Enabling GPU in Colab Notebook 04:16 Using Python Numba 05:40 Building Mandlebrots with and without GPU and Numba 07:49 CUDA Vectorize Functions 08:27 Copy Data to GPU Memory Learning Objectives Learn about the End of Moore's Law and ASICs Learn to compare the performance of GPUs and TPUs, and JIT compilers Build your own vectorized functions with Numba and CUDA to speed up your code with GPUs 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.

Kurzfassung: Discover how to design a 3D dungeon model in Blender 3 and import it into Unreal Engine 5 to create game environment transitions similar to those in a genuine RPG game About This Video Enjoying the 3D modeling to game environment transition from Blender to Unreal Engine 5 Setting up your dungeon ready for walking through with your very own third-person character in UE5 Rendering an underground medieval dungeon to a high level for professional 3D artist portfolios In Detail This course consists of two important parts. In the first half, we will build a massive dungeon complete modular system (kitbash) in Blender 3 and create approximately 100 stunning medieval dungeon kitbash assets, enabling you to build an underground dungeon environment. In the second half, you will learn how to optimize the modular system parts that are ready to be exported into Unreal Engine 5. Once the modular is imported, you will learn how to open a game door, custom collisions, and all about the Niagara fire systems, and set up our dungeon that is ready for a walkthrough with our very own third-person character in Unreal Engine 5. Next, we will create animated stylized fire and lighting. In the final sections, you will learn how to use render to improve the quality of presentation for our 3D environment in Eevee and Cycles X. This course will see you learn all the techniques that pros use and how they use them. Learning how to achieve realism through aging your 3D game environments will be a central part of this course's learning objectives! By the end of this course, you will be able to master the skills to build an RPG-style dungeons and dragons game. Audience This course is intended for beginner or midlevel 3D modelers who want to learn how to create assets for AAA games with a medieval theme or for game designers who want to create a medieval dungeon setting for RPG games using Unreal Engine 5. This course can also be useful for RPG lovers and Dungeons and Dragons (DND) players who want to explore and experience a medieval dungeon setting.

Kurzfassung: Prepare yourself for the Salesforce Platform App Builder Certification Exam by taking this course. About This Video Design data model, user interface, business logic, and security for custom applications Customize application for mobile use Design reports and dashboards In Detail The Salesforce Platform App Builder Certification Training helps you explore everything from understanding basic Salesforce concepts to building apps on the platform, setting up security and access permissions, and creating workflow automation procedures. The course also prepares you for the Salesforce Platform App Builder Certification Exam. We will start by getting an in-depth understanding of the exam details and the requirements. Next, we will explore Salesforce and learn to create a Salesforce account. We will look at the process of customizing profile and role creation. We will also cover Salesforce data and how to create custom objects. We will explore the lightning console and understand how to move from classic to lightning. Along the course, we will learn data modeling and management, custom objects, and understand standard and custom objects. We will learn to demonstrate how to create various lightning pages and how to create a roll-up summary field. Learn about security access and grant access using hierarchies and about permission sets. Explore the various types of reports and create a custom report type, create joined reports and dashboards. By the end of this course, you will have understood the topics that will help you pass the certification exam. Audience This Salesforce Platform App Builder Certification course is suitable for individuals looking to build a career in Salesforce, app developers, system administrators, sales representatives, and product managers. Learners need to possess an undergraduate degree or a high school diploma.

Kurzfassung: Learn how to implement OOP programming concept with Arduino in this project-based course About This Video Master Arduino OOP (Object-Oriented Programming) Write a class for any Arduino component or functionality you want Learn the best practices from the start In Detail Do you want to write Arduino code that you can easily read, modify, and share with other Arduino developers? Or do you already know OOP (Object-Oriented Programming) and you want to know how to apply it to Arduino? Then this course is for you. In this course, you will learn how to create a first class (for an LED component), then organize the class, and separate the interface from the implementation. Next, it will be your turn to write OOP code for a push button. Later, you will learn how to create a class to make an LED blink (how to use a class inside another class). Finally, you will get a chance to create the final TrafficLight class with high-level logic, while using all the previous classes you have created in this course. By the end of this course, you will be able to write clean Arduino code with OOP for any hardware component or functionality, rewrite your own projects using OOP, and create a clean and super easy-to-use OOP Arduino library. Audience This course is intended for individuals who are familiar with the fundamentals of Arduino time functionality as well as the creation of simple Arduino programs using simple hardware components. This course can be useful for students, engineers, researchers, teachers, developers, and Arduino developers who want to produce scalable, easy-to-read code, or who want to construct Arduino libraries with a clear user interface. This course can also be helpful to those who already have a working understanding of OOP and want to learn how to use it with Arduino.

Kurzfassung: 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).

Kurzfassung: 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.

Kurzfassung: This walk through includes the installation of tooling, the creation of AWS accounts, and an explanation of AWD resources created by the provided bootstrap automation.

Kurzfassung: Learn to design a contrived clone for the popular Calendly.com website using the OpenAPI and Swagger.

Kurzfassung: Learn the tricks of the trade for being a fast developer working across the stack.

Kurzfassung: How does analyzing the social network of GitHub web and machine learning developers help to predict their neighbors' tags?.

Kurzfassung: Assimilate OpenAI Learn OpenAI weekly by example This video course will show you how to build real-world applications with OpenAI's pre-trained cutting edge AI models. Topics Covered Include: 1.0- Introduction to OpenAI, a one hour exploration of many of the cutting edge AI models and projects you can build in the playground. Learning Objectives Learn the OpenAI platform Build a real-world application using OpenAI's pre-trained models Explore the types of projects you can build with OpenAI: Q&A, Summarization, NLP, SQL translation, Python to natural language, etc. Tweaking generated Python code from OpenAI inside of Github CodeSpaces and Cloud9 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.

Kurzfassung: Cutting Edge MLOps from Zero with Hugging Face and OpenAI Learn by doing This video course takes you from zero all the way to building solutions using MLOps. First the theory of MLOps is explained, then you will learn how to build a MLOps style solution from scratch using Hugging Face and OpenAI. You will also learn to use AI tools like Github Copilot, Hugging Face Spaces, and OpenAI Codex. Learning Objectives Learn to use Github Codespaces and customize your environment with devcontainer.json Learn the foundations of MLOps Explore new topics in the upcoming book Enterprise MLOps by O'Reilly Learn to use Github Actions to test AI projects Learn to use Github Copilot to write code for both Hugging Face and OpenAI Learn to build AI solutions using GPT-3 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.

Kurzfassung: Assimilate Hugging Face Learn Hugging Face weekly by example This video course will show you how to build real-world applications with Hugging Face. Topics Covered Include: 1.0 Assimilate Hugging Face EP1 build cli tool summarize codespaces 2.0 Assimilate Hugging Face EP2 Building CLI Summarizer gradio webapp Learning Objectives Build a CLI tool that invokes models with Hugging Face Use Github Codespaces to code alongside Github Copilot. Additional Popular Resources 52 Weeks of AWS-The Complete Series 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.

Kurzfassung: 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.

Kurzfassung: 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.

Kurzfassung: Heuristics, Metaheuristics, and Algorithms in Python Get deeper into the matrix by diving into advanced computer science weekly updated This video course will show iteratively how to build advanced algorithms. 1.0 Advanced Heuristics and Algorithms in Python greedy coin traveling salesman geopy Learning Objectives Create a heuristic algorithm using TSP, a traveling salesman problem Dive into greedy algorithms Learn about metaheuristics 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.

Kurzfassung: Be a part of a comprehensive course on AWS and Snowflake integration. Leverage your learning with a power-packed and well-structured course with an adequate pace. About This Video Learn from an easy-to-understand and step-by-step course, divided into 85+ videos along with detailed resource files Integrate real-time streaming data and data orchestration with Airflow and Snowflake Highly practical explanations and lab exercises to help you grasp the most out of the course In Detail Snowflake is the next big thing, and it is becoming a full-blown data ecosystem. With the level of scalability and efficiency in handling massive volumes of data and also with several new concepts in it, this is the right time to wrap your head around Snowflake and have it in your toolkit. This course not only covers the core features of Snowflake but also teaches you how to deploy Python/PySpark jobs in AWS Glue and Airflow that communicate with Snowflake, which is one of the most important aspects of building pipelines. In this course, you will look at Snowflake, and then the most crucial aspects of Snowflake in an efficient manner. You will be writing Python/Spark Jobs in AWS Glue Jobs for data transformation and seeing real-time streaming using Kafka and Snowflake. You will be interacting with external functions and use cases, and finally, see the security features in Snowflake. By the end of this course, you will have learned about Snowflake and learned how to build and architect data pipelines using AWS. You need to have an active AWS account in order to perform the sections related to Python and PySpark. For the rest of the course, a free trial Snowflake account should suffice. Audience This course is ideal for Software engineers, aspiring data engineers or data analysts, and data scientists who want to excel in their careers in the IT domain. Apart from them, this course is also good for programmers and database administrators with experience in writing SQL queries. A prior programming experience in SQL or at least some prior knowledge in writing queries and Python is a must. You should have a basic experience or understanding of cloud services such as AWS is important along with an active AWS account.

Kurzfassung: Provisioning cloud applications can be a challenging process that requires you to perform manual actions, write custom scripts, maintain templates, or learn domain-specific languages. AWS CloudFormation is a service that gives developers and businesses an easy way to create a collection of related AWS and third-party resources, and provision and manages them in an orderly and predictable fashion. AWS CloudFormation uses the familiar and expressive power of programming languages. In this course, we will start by understanding the basics of AWS CloudFormation, the need for CloudFormation, and explore the CloudFormation template structure. You will also learn CloudFormation stack updates, change sets, and understand nested stack sets. Learn to plan your CloudFormation stacks. In the second section of the course, you will learn about the AWS CloudFormation demo and AWS CloudFormation stack update. You will also learn about AWS CloudFormation Drift Detection in the second section. In the third and final section of the course, you will learn about CloudFormation puzzles. By the end of this short course, you will know everything about AWS CloudFormation basics. What You Will Learn Understand the need for CloudFormation Explore the structure of the CloudFormation template Understand CloudFormation nested stacks Learn CloudFormation nested stacks Understand AWS CloudFormation Learn about AWS CloudFormation Drift Detection Audience This course is for developers that want to manage their infrastructure as code. System administrators, and Ops engineers who would like to automate and manage their AWS infrastructure as code. This course assumes you know how to use the AWS Cloud. It will help you transform your solution architecting skills into CDK Stack. About The Author Valaxy Technologies: Valaxy Technologies is recognized as one of the top Cloud and DevOps trainers. A.R. Shankar is the owner, founder, and one of the many instructors at Valaxy Technologies. While he has worked with various technologies in his career, he specializes in Cloud and DevOps. Valaxy Technologies has exponentially grown ever since its inception in 2013. The instructors at Valaxy Technologies have trained over 100,000 global learners.

Kurzfassung: 9+ Hours of Video Instruction The hands-on video guide to project management: master the entire project lifecycle in just hours! These easy video tutorials are the fastest way to master modern project management! Project Management LiveLessons teaches the most important elements in project management: organizing your project, developing project scope and risk assessments, planning and scheduling, monitoring and tracking progress, and dealing with the problems most likely to derail your project. Drawing on 25+ years of experience as a world-class project management consultant, researcher, and instructor, Jeffrey Pinto covers many of the key managerial and technical areas included in the Project Management Institute's Body of Knowledge (PMBoK). First, Pinto explains what makes projects unique, why they're so important, and how the project lifecycle is organized. Next, he shows how to prepare crucial project artifacts including scope statements, work authorizations, and Work Breakdown Structures (WBS); how to manage and mitigate project risks; how to plan and schedule projects and how to create project activity networks; how to use critical path, PERT, and Gantt charts; how to track projects using sophisticated Earned Value techniques; and how to efficiently close or terminate a project and learn the lessons it can teach. New to the second edition are Agile project management and the behavioral side of scheduling. Whatever your experience or industry, you can become a more confident, skilled project manager-- and fast! Skill Level Beginner Intermediate What You Will Learn The basic elements of projects and how they are organized How to define a project's scope How to systematically manage project risk How to create project plans and schedules How to estimate using Critical Path and PERT How to track and control projects How to effectively close out projects and learn lessons from them How to overcome common challenges in day-to-day project management The basic concepts of Agile project management The behavioral side of scheduling Who Should Take This Course For practicing and aspiring project management professionals at all levels of experience, in all industries and disciplines, from software to construction For all project managers seeking any PMI or comparable accreditation, or seeking to maintain an existing credential For graduate, executive, and MBA students in project management programs, whether in person or online Course Requirements No project management experience or knowledge required Lesson Descriptions Lesson 1: Why Projects? Understand projects and their components, discover why projects have become so important to business success, and explore the project lifecycle. Lesson 2: Project Scope Learn how to scope your project, one step at a time, create effective scope statements and work authorizations, and gather critical information for scope reporting, control, and closeout. Lesson 3: Risk Management Understand why project risk management is so critical, and learn four steps for systematically managing and mitigating project risks. Lesson 4: Creating the Project Network Use proven project planning and scheduling elements, master essential project scheduling terminology, and create complete project activity networks. Lesson 5: Duration Estimation and Critical Path Learn how to estimate activity durations, identify and optimize project critical paths, and use Gantt charts as an alternative network method. Lesson 6: Evaluation and Control Master common project tracking methods; explore earned value in depth, learning its terminology and steps; develop key tracking metrics; and overcome key challenges in using earned value effectively. Lesson 7: Project Termination and Close-out After this lesson you will be able to understand key project closeout steps, run effective "lessons learned" meetings, get the information you need to close out projects, know when to terminate a project; and prepare for claims and disputes. Lesson 8: Agile Project Management This lesson begins with the concept of waterfall project management so as to provide a contrast with the Agile project management concepts and terminology. The lesson also present guidelines for use of Agile as well as practical advice for using Agile in actual practice. The lesson finishes with some of the common problems encountered when trying to implement Agile project management. Lesson 9: The Behavioral Side of Scheduling The last lesson introduces you to the behavioral side of scheduling. You learn to understand the ways you can add safety to task durations as well the ways we waste project safety. 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.

Kurzfassung: Angular is a framework that provides rich and interactive features for single page application, increase development speed and faster user experience. This video course will help you create a strong foundation on angular framework. The video starts with an introduction on angular covering the basics and installation section of it. Moving forward, you will learn components of angular, it will discuss the different parts of angular so that you'll be able develop the app easily. As we progress, the author talks about the binding part of the angular like forms of module, data binding, input and output, validations and much more. After completion of this course you will easily develop a single page application and understand the basic concepts of angular as framework. What you'll learn: Learn the installation process in angular Develop app in an easier way Study the forms and validations in angular Who is this video for: Professionals interested to develop their career in the field of web development.

Kurzfassung: This course will help you in your day to day journey with SAP. It covers how to find and use Parameter Id in SAP. Parameter Id personalizes all the daily transaction code and reports you are running and helps you to post and get data based on your requirement. You will learn about the usage of personal value list. This helps SAP users to store their data points inside SAP and use it whenever needed. This course also covers how to create layouts and variants so that you can get different reports and selection based on your daily requirement. This process helps tremendously in reducing error and confusion as you have all the data points pre built. Additionally, you will learn how you can default the values for certain fields in a transaction code so that the number of entries you have to key is much less and it's ready for automation. Finally, you can learn how to default the values in SAP FIORI apps which is the future of user experience and gives the flavor of buying in amazon shopping while running in SAP. This course will help you use SAP in a more productive way with less clicks and optimizing your work. This course will make you the driver that SAP needs it to operate. What you'll learn: how to create default layout and variants How to change your SAP themes and play with different SAP options Learn personal value list which will help you to move all your excel cheat sheet stored in SAP Study parameter Id which will help you to enter less duplicate stuff Who is this book for: Beginning to intermediate end users, SAP S/4HANA users, SAP ECC.

Kurzfassung: 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.

Kurzfassung: CompTIA A+ Core 2 (220-1102) Complete Video Course 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.

Kurzfassung: The complete Certified Cloud Security Professional video course with CCSK extras by Dean Bushmiller Domain 1 Cloud Concepts, Architecture and Design 1.1 Understand cloud computing concepts Cloud computing definitions Cloud computing roles and responsibilities Key cloud computing characteristics Building block technologies 1.2 Describe cloud reference architecture Cloud computing activities Cloud service capabilities Cloud service categories IaaS, PaaS, SaaS Cloud deployment models Cloud shared considerations , auditability, regulatory, outsourcing 1.3 Understand security concepts relevant to cloud computing Cryptography and key management Identity and access control Data and media sanitization Network security Virtualization security Common threats Security hygiene 1.4 Understand design principles of secure cloud computing Cloud secure data lifecycle Cloud-based business continuity and disaster recovery plan Business impact analysis Functional security requirements Security considerations and responsibilities for different cloud categories Cloud design patterns Enterprise Architecture DevOps security 1.5 Evaluate cloud service providers Verification against criteria System/subsystem product certifications Domain 2 Cloud Data Security 2.1 Describe cloud data concepts Cloud data life cycle phases Data dispersion Data flows 2.2 Design and implement cloud data storage architectures Storage types Threats to storage types 2.3 Design and apply data security technologies and strategies Encryption and key management Hashing Data obfuscation Tokenization Data loss prevention Keys, secrets and certificates management 2.4 Implement data discovery Structured data Unstructured data Semi-structured data Data location 2.5 Plan and implement data classification Data classification policies Data mapping Data labeling 2.6 Design and implement Information Rights Management Legal hold 2.7 Design and implement auditability, traceability and accountability of data events Definition of event sources and requirement of event attributes address, geolocation Logging, storage and analysis of data events Chain of custody and non repudiation Domain 3 Cloud Platform and Infrastructure Security 3.1 Comprehend cloud infrastructure and platform components Physical environment Network and communications Compute Virtualization Storage Management plane 3.2 Design a secure data center Logical design Physical design Environmental design Design resilient 3.3 Analyze risks associated with cloud infrastructure and platforms Risk assessment Cloud vulnerabilities, threats and attacks Risk mitigation strategies 3.4 Plan and implementation of security controls Physical and environmental protection System, storage and communication protection Identification, authentication and authorization in cloud environments Audit mechanisms correlation, packet capture 3.5 Plan business continuity and disaster recovery Business continuity and disaster recovery strategies Business requirements , Recovery Point Objective Creation, implementation and testing of plan Domain 4 Cloud Application Security 4.1 Advocate training and awareness for application security Cloud development basics Common pitfalls Common cloud vulnerabilities OWASP Top 10 4.2 Describe the Secure Software Development Life Cycle process Business requirements Phases and methodologies 4.3 Apply the Secure Software Development Life Cycle Cloud specific risks Threat modeling STRIDE and DREAD Avoid common vulnerabilities during development Secure coding Application Security Verification Standard Software configuration management and versioning 4.4 Apply cloud software assurance and validation Functional and non functional testing Security testing methodologies SAST DAST Quality assurance Abuse case testing 4.5 Use verified secure software Securing application programming interfaces Supply chain management Third party software management Validated open source software 4.6 Comprehend the specifics of cloud application architecture Supplemental security components , Database Activity Monitoring, Extensible Markup Language firewalls, application programming interface gateway Cryptography Sandboxing Application virtualization and orchestration 4.7 Design appropriate identity and access management solutions Federated identity Identity providers Single sign on Multi factor authentication Cloud access security broker Secrets management Domain 5 Cloud Security Operations 5.1 Build and implement physical and logical infrastructure for cloud environment Hardware specific security configuration requirements and Trusted Platform Module Installation and configuration of management tools Virtual hardware specific security configuration requirements , Hypervisor types Installation of guest operating system virtualization toolsets 5.2 Operate and maintain physical and logical infrastructure for cloud environment Access controls for local and remote access , secure terminal access, Secure Shell, console based access mechanisms, jumpboxes, virtual client Secure network configuration , Transport Layer Security, Dynamic Host Configuration Protocol, Domain Name System Security Extensions, virtual private network Network security controls , intrusion prevention systems, honeypots, vulnerability assessments, network security groups, bastion host Operating system hardening through the application of baselines, monitoring and remediation Patch management Infrastructure as Code strategy Availability of clustered hosts Availability of guest operating system Performance and capacity monitoring Hardware monitoring Configuration of host and guest operating system backup and restore functions Management plane 5.3 Implement operational controls and standards Change management Continuity management Information security management Continual service improvement management Incident management Problem management Release management Deployment management Configuration management Service level management Availability management Capacity management 5.4 Support digital forensics Forensic data collection methodologies Evidence management Collect, acquire, and preserve digital evidence 5.5 Manage communication with relevant parties Vendors Customers Partners Regulators Other stakeholders 5.6 Manage security operations Security operations center Intelligent monitoring of security controls , intrusion prevention systems, honeypots, network security groups, artificial intelligence Log capture and analysis , log management Incident management Vulnerability assessments Domain 6 Legal, Risk and Compliance 6.1 Articulate legal requirements and unique risks within the cloud environment Conflicting international legislation Evaluation of legal risks specific to cloud computing Legal framework and guidelines eDiscovery Forensics requirements 6.2 Understand privacy issues Difference between contractual and regulated private data , personally identifiable information Country specific legislation related to private data , personally identifiable information Jurisdictional differences in data privacy Standard privacy requirements Privacy Impact Assessments 6.3 Understand audit process, methodologies, and required adaptations for a cloud environment Internal and external audit controls Impact of audit requirements Identify assurance challenges of virtualization and cloud Types of audit reports Restrictions of audit scope statements Gap analysis Audit planning Internal information security management system Internal information security controls system Policies Identification and involvement of relevant stakeholders Specialized compliance requirements for highly regulated industries Impact of distributed information technology model 6.4 Understand implications of cloud to enterprise risk management Assess providers risk management programs Difference between data owner/controller vs. data custodian/processor Regulatory transparency requirements , General Data Protection Regulation Risk treatment Different risk frameworks Metrics for risk management Assessment of risk environment 6.5 Understand outsourcing and cloud contract design Business requirements , master service agreement, statement of work Vendor management Contract management Supply chain management.

Kurzfassung: Learn Raspberry Pi with the help of a step-by-step approach from scratch. This course focuses on the "why" and makes you much more autonomous, a problem solver, and adept at engineer-level thinking skills with your Raspberry Pi. About This Video This is a step-by-step, hands-on, and no copy and paste course on Raspberry Pi from scratch Look at best practices and learn how to be more independent when working on your future projects Master your Raspberry Pi with the help of hands-on practice exercises, 11 activities, and a final project In Detail 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 stuck. This course is not a course where you just download some code and run it. This is a course where you will truly understand how to write the code and work with the different Raspberry Pi functionalities. The course will start with setting up your Raspberry Pi and installing Raspberry Pi OS without an external monitor and keyboard, followed by getting along with the basics of Python3 programming. You will then work with the Raspberry Pi's GPIO panel, use a PIR sensor to detect movement from your Pi, and discover how to use a Unix terminal and the most useful command-line tools. You will also send an email from your Raspberry Pi, take photos and videos using the Raspberry Pi camera V2, and create a web server on your Raspberry Pi with the Flask framework. Finally, you will build a complete surveillance and alarm project with Raspberry Pi. By the end of the course, you will have a strong foundation with Raspberry Pi, and you will be able to start your own projects in no time. This course is not for you if you prefer a quick copy/paste solution or if you are already an advanced Raspberry Pi user. Audience This course is for students, engineers, researchers, teachers, developers, hobbyists, and anyone wanting to learn how to get started with Raspberry Pi and build amazing projects. Any individual who understands what they are doing with Raspberry Pi, Python 3, and the different components you can use with the board will be highly benefitted from this course. You will need a computer + a Raspberry Pi 4 (also works with Raspberry 2 and 3), along with SD card Class 10, PIR sensor HC-SR501, and Raspberry Pi camera V2. No external monitor or keyboard, no programming, Unix, or hardware experience is required.

Kurzfassung: 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).

Kurzfassung: 7+ Hours of Video Instruction In Learn Enough JavaScript to Be Dangerous: A Tutorial Introduction to Programming with JavaScript, renowned instructor Michael Hartl teaches the concepts, skills, and approaches you need to be professionally productive with JavaScript for both interactive websites and for general-purpose programming. Overview JavaScript is the programming language of the World Wide Web, and it is also developing into a powerful general-purpose programming language. You'll love the way this series teaches programming with JavaScript, where you don't need to learn "everything" about it--just how to use it efficiently to solve real problems. Best-selling author Michael Hartl teaches JavaScript by getting you started writing practical and modern JavaScript programs as fast as possible, with a focus on the real tools used every day by software developers. Even if you're new to programming, Hartl helps you quickly build technical sophistication as you gain a solid understanding of JavaScript for object-oriented and functional programming, including making JavaScript modules with test-driven development and Node.js. Focused exercises help you internalize what matters, without wasting time on details pros don't care about. Soon, it'll be like you were born knowing this stuff--and you'll be suddenly, seriously dangerous. About the Instructor Michael Hartl is the creator of the Ruby on Rails Tutorial, one of the leading introductions to web development, and is cofounder and principal author at Learn Enough. Previously, he was a physics instructor at the California Institute of Technology (Caltech), where he received a Lifetime Achievement Award for Excellence in Teaching. He is a graduate of Harvard College, has a PhD in physics from Caltech, and is an alumnus of the Y Combinator entrepreneur program. Skill Level Beginner to intermediate Learn How To Create a simple "hello, world" program using several different techniques Deploy a simple dynamic JavaScript application to the web Use strings, arrays, and other native objects Define functions Use JavaScript for functional programming Utilize test-driven development and publish a Node module Write shell scripts Develop an interactive JavaScript image gallery application Who Should Take This Course New programmers and developers looking for a practical introduction to JavaScript Course Requirements The only prerequisites are a familiarity with basic developer tools (command line, text editor, and Git) plus beginning HTML and a little CSS Some programming experience is useful but not required Lesson Descriptions Lesson 1: Hello World! In Lesson 1, you begin your study of JavaScript with four variations on the time-honored theme of a "Hello, World!" program. The main purpose of "Hello, World!" is to confirm that your system is correctly configured to execute a simple program that prints the string "Hello, World!" or some close variant to the screen.

Kurzfassung: Sponsored by Robocorp In today's economy, it's vital for businesses to adapt to a digital workforce, improve resilience and operational excellence, increase scalability, and uncover new opportunities and insights. That's why Gartner considers hyperautomation one of the top strategic technology trends for 2022--and why we've gathered some of the brightest minds in the industry to explore the opportunities of hyperautomation. Join us to discover how the next generation of applied AI, hyperautomation, will enable better decisions faster and closer to the ground. You'll see how AI improves today's business intelligence tools, how real-time data streaming and augmented analytics can change decision making, and how your organization can benefit from decision intelligence.

Kurzfassung: Each lesson ends with challenges and tasks for the project--code alongside the lessons to develop your own image slider. Source code is included. Includes section setup details and information for starting the project, such as resources and websites. Create an array of image paths to output images to the page. Explore how to set up a testing array of placeholder images, customize the images, and generate a useful array of content for your page. Use a random image colors function to add colorful images to the web page. Use JavaScript string methods to create a random hex color value generator. Add CSS styling to your jQuery image slider project, and set up and position the images to stack using jQuery. Create visible images to output to the web page and style with CSS. Add and remove element classes with jQuery. Set up moving slides on intervals using a selection of active elements. Update and remove classes and add new, active classes to the new sibling element using jQuery. Add control button options for user event listeners and slider controls. Add buttons with jQuery so that the user can control movement of slides to next and previous images. Users can update intervals and reset the interval timer. Debug the jQuery project, and update and reset the interval timer to restart the counters once a user interacts with the slider controls. Prior to a final code review, do updates and debug the image carousel project.