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  • 1
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer software Development ; Artificial intelligence ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Observability is more difficult in the era of large language models, while insight into your code's behavior is increasingly more important. Join Sam Newman and Jessica Kerr for a discussion about the impact of AI on software production. They explore what happens when deterministic work (software development) meets nondeterministic work (GenAI) and examine some of the limitations of communicating with an AI at scale. This event is for anyone who builds or maintains software and is looking to better understand the intersection of GenAI and observability. What's New in Software Development gives you a chance to explore trending topics in software development and to hear from Sam and Jessica Kerr about software development, how to begin implementing AI tooling into your own work, and their own career journeys. They will spend a few minutes covering the trends that are influencing software development 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 How to start thinking about integrating GenAI into your production lifecycle How to use observability to gain insight into how your code behaves in production This live course is for you because... You want to hear from Sam Newman and Jessica Kerr about how software development is changing. Recommended Follow-Up: Read Observability Engineering (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed January 23, 2024)
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  • 2
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 620.0068
    Keywords: Engineering Management ; Leadership ; Technology Management ; Ingénierie ; Gestion ; Leadership ; Technologie ; Gestion ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Join host Michael Lopp, senior vice president at Apple, and his guest Will Larson, chief technology officer at Carta, as they demystify engineering strategy and discuss how these critical documents are much easier to create--and to support--than most people appreciate. You'll explore the common reasons why many organizations do not have a formal engineering strategy and learn about a proven process for creating one. This event is for you if you want to better understand engineering strategy, learn best practices for making one, or help drive and support strategy in your organization. Tech Leadership Tuesday is a dynamic monthly live event that helps empower people and technology leaders to become more effective and successful in their leadership roles. Each episode delves into a relevant topic for engineering leaders and, through a conversation between a host and guest, you'll learn about common challenges, best practices, and lessons learned from the guest's experience. What you'll learn and how you can apply it The importance of having a written engineering strategy How to create an engineering strategy What to avoid when writing an engineering strategy This live course is for you because... You want to hear from Michael Lopp and Will Larson about creating and implementing engineering strategy. You want to learn how to draft an engineering strategy. Recommended follow-up: Read The Engineering Executive's Primer (early release book by Will Larson) Read The Art of Leadership (book by Michael Lopp) Take Executive Leadership Fundamentals in 60 Minutes (on-demand course with Karen Walker).
    Note: Online resource; title from title details screen (O'Reilly, viewed January 23, 2024)
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  • 3
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 13 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/09
    Keywords: Goal (Psychology) ; Motivation (Psychology) ; Motivation (Psychologie) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Performance reviews often produce a rollercoaster of emotions, reduced productivity, and increased workload and frustration for employees, managers, and HR business partners. This is because most new managers are not provided with training on how to work with their reports to identify, set, and track S.M.A.R.T. goals. Without realistic, achievable goals, filling out the requested review documents is painstaking and laborious. By the end of this course, the learner will have core goal setting skills that are brand agnostic so they can be utilized across organizations and business units. They will learn how to empower their team to define and write their own S.M.A.R.T. goals, all while ensuring full accountability. What you'll learn and how you can apply it Qualifying coaching questions to understand direct reports motivations and BHAGs Process to empower your team to define and write their S.M.A.R.T. goals Simple planning methodology Goal tracking recommendations 360 accountability (holding yourself and your direct reports accountable to achieve their goals) This course is for you because: You're a newly promoted manager looking for a process that helps facilitate goal setting and structured accountability for your team. You're a new people manager who is entering your first round of performance reviews. While you understand the company mandated deliverables, you are unsure how to structure conversations with your direct reports to complete them. You're a fairly new manager. While you have been through cycles before, your team is preparing for the next performance review cycle and you need to simplify the process. Prerequisites: Beginner knowledge of S.M.A.R.T. goals.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
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  • 4
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 46 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.076
    Keywords: Computing Technology Industry Association Study guides Examinations ; Electronic data processing Study guides Examinations ; Electronic data processing personnel Study guides Certification ; Examinations ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In this course we focus on preparing you for successfully sitting for the challenging CompTIA Data Plus DA0-001 exam. Data is considered the most important asset for enterprise organizations and as a data professional you will be able to provide immediate value to data driven organizations with the Data Plus certification. CompTIA Data+ is a very challenging exam and successful passing will validate that certified professionals have the skills required to facilitate data-driven business decisions and also provide immediate value to the enterprise. Data professionals must know about data mining, data manipulation, and visualizing and reporting data to stakeholders. So, whether applying basic statistical methods or analyzing complex datasets while adhering to governance and quality standards throughout the entire data life cycle, a data professional is an important role to enterprises. This course will prepare you to prove your data science skills by successfully taking for the CompTIA Data Plus exam. What you'll learn and how you can apply it By the end of this course, you will: Understand the importance of the CompTIA Data Plus exam and its objectives. Learn how to collect, analyze, and report on various types of commonly used data. Learn about how to transform raw data into usable information for your stakeholders. Learn about database types, data structures, data schemes and other important aspects of data management. Understand how JSON data, HTML data, and XML data is used with data professionals. Understand how ETL and ELT processes work, how APIs connect us to the cloud and learn about profiling datasets. Learn about data manipulation techniques and important concepts around data transposition and normalization. Learn about descriptive statistics, inferential statistics, and various analytic techniques. Identify common analytics tools used in data analysis. Learn about the importance of Structured Query Language (SQL) and its main components. This course is for you because... You're a current or aspiring Data Engineer, Data Analyst, Data Architect, Database Manager or others IT professional interested in managing data. Prerequisites To get the most of this course it is recommended to have the following experience and/or resources: Basic hands-on SQL Database experience around relational database A computer with any version of Excel installed (if you don't already have it, you can sign up for a free 30-day trial).
    Note: Online resource; title from title details screen (O'Reilly, viewed February 6, 2024)
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  • 5
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Database management ; Big data ; Architecture logicielle ; Bases de données ; Gestion ; Données volumineuses ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Join Neal Ford and Zhamak Dehghani for a discussion about the challenges of creating, sharing, and finding data and making your data work for you. With the rise of generative AI, companies need to manage large quantities of data and are looking at distributed data systems and data mesh to solve this challenge. The problem consists in getting from their existing data storage to a distributed data system that works for all stakeholders. As the originator of the concept of data mesh, and because of her ongoing work with scaling decentralized data, Zhamak is well positioned to provide updates and advice on this more holistic approach to data management. What's New in Software Architecture gives you a chance to explore trending topics in software architecture and to ask Neal and Zhamak Dehghani anything you want about data mesh, how to begin making the move to decentralized data, and their own career journeys. We will spend a few minutes covering the trends that are influencing software architecture 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 Understand what a data mesh is and how it differs from other methods of storing and sharing data Learn the key data characteristics you need to be a data-led organization Explore the tools that can help you make the move to data mesh This live course is for you because... You want to hear from Neal Ford and Zhamak Dehghani about software architecture and data mesh. Recommended Follow-Up: Read Building an Event-Driven Data Mesh (book) Read Data Mesh (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
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  • 6
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 1 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Automation ; Logiciels d'application ; Développement ; Automatisation ; automation ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In DevOps, SRE, and operations, toil is the enemy. Fortunately, the repetitive and time-consuming manual work that drains team resources is steadily being automated. As a result, the automation tooling landscape has expanded to encompass a wide range of tasks. Whether it's testing, infrastructure configuration and management, provisioning, monitoring, or observability, there's now a tool to automate it. Evaluating and choosing among these tools is critical to the success of DevOps and SRE. Join us for in-depth sessions with leading experts to explore what it means to automate, what successful automation looks like, and how to assess the available tools and determine the right ones for your needs. What you'll learn and how you can apply it Understand how to tame your infrastructure as code using architectural patterns for infrastructure as code architecture Learn the basics of working with Terraform in production environments Explore the integration of Crossplane and Kyverno to automate cluster creation, resource configuration, compliance enforcement, add-on deployment, and security checks This live course is for you because... You're a DevOps engineer or SRE for whom understanding and implementing automation is part of the job. You're a platform engineer tasked with evaluating and implementing an automation toolchain that drives developer efficiency by reducing toil. You're a sysadmin or an operations engineer who wants to learn a more efficient, nonmanual way to build, control, and modify your infrastructure. Recommended follow-up: Read Infrastructure as Code, second edition (book) Read Terraform: Up and Running, third edition (book) Read Infrastructure as Code: Patterns and Practices (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 8, 2024)
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  • 7
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 31 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/03802855745
    Keywords: Data warehousing ; Big data ; Entrepôts de données (Informatique) ; Données volumineuses ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Sponsored by Dremio Storing, processing, and moving data efficiently and cost-effectively in the cloud is a must for working with today's enormous datasets. These expert-led sessions deliver insight into how to increase the scalability, speed, and availability of your data and equip you with a set of best practices for utilizing your data warehouse, data lake, or data lakehouse. What you'll learn and how you can apply it Get an overview of the latest technologies for storing and managing your data Learn best practices for standardizing lakehouse data modeling and pipelining Find out how to streamline data lake implementation Explore how to securely develop and implement ML models on a cloud data warehouse Discover the benefits of data contracts in the modern data stack Understand how to enhance lakehouse infrastructure for multimodal AI This Superstream recording is for you because... You're a data or software engineer or solution architect who's interested in learning about the latest trends in storing, processing, and managing data. You want to improve the scalability, speed, and availability of your data. 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 Deciphering Data Architectures (early release book) Read Practical Lakehouse Architecture (early release book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
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  • 8
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 519.5/36
    Keywords: Regression analysis ; Statistics ; Analyse de régression ; Statistique ; statistics ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 9
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Machine learning ; Computer programming ; Python (Langage de programmation) ; Apprentissage automatique ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In this course, you will learn to use Python for data science and gain the essential skills to analyze and visualize data effectively. Whether you are a data analyst, data scientist, business analyst, or data engineer, this course will provide you with the knowledge and tools to excel in your role. Python is a versatile language that offers powerful libraries for data manipulation, visualization, and machine learning, making it the go-to choice for data professionals. The course solves the problem of understanding and leveraging Python's capabilities for data science by providing business use cases. You will learn to use popular Python libraries such as Pandas, Matplotlib, Seaborn, and Scikit-learn to analyze and visualize data, perform statistical analysis, and build predictive models. By the end of the course, you will have a solid foundation in Python for data science and be ready to apply your skills to real-world projects. What you'll learn and how you can apply it Upon completion of this course, learners will be able to: Apply Python programming concepts for data analysis and visualization Manipulate and analyze data using Pandas Create informative and visually appealing data visualizations using Matplotlib and Seaborn Perform statistical analysis to gain insights from the data Build and evaluate machine learning models for predictive analytics This course is for you because... You're a Python beginner who wants to learn how to manage data with Python. You're a traditional data analyst who has experience with tools like Excel and Tableau, but wants to learn how to manage data with Python. You're a finance, healthcare, ecommerce, or manufacturing/logistics professional looking to become adept in Python and data science. Prerequisites No prior knowledge of Python or Data analytics is needed. All course files can be accessed in this GitHub repository.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 10
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
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  • 11
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 8 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Open source intelligence ; Computer security ; Renseignements de sources ouvertes ; Sécurité informatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Open Source Intelligence (OSINT), the gathering of information from publicly available sources, is a critical skill for defensive and offensive cybersecurity. Many professionals that use OSINT as part of their jobs lack a comprehensive and systematic view of the concepts, tools, and techniques for gathering, analyzing, and interpreting data. This course provides a structured path for learning crucial OSINT skills, including search techniques, source evaluation, social media analysis, and ethical considerations. Learners will discover how to leverage OSINT in intelligence gathering, investigations, risk assessment, and decision-making processes.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
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  • 12
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 13
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 33 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Architecture logicielle ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: It's easy to assume that being a software architect is mostly about technical decision-making, but the job involves much more than that. So, what are the skills that make a software architect, and what do you need to know to succeed in the job? Join us to discover how to build the skills you need to step into a software architect role with confidence. You'll explore how to design distributed systems, work with architectural patterns, manage data, collaborate with teams, and more. By the time you're through, you'll understand why the answer to so many questions in software architecture is "It depends" and how to assess the trade-offs that will influence your decision-making. What you'll learn and how you can apply it Use architectural design patterns to make architectural choices Understand why architectural decisions are important and how to make them efficiently Think like a software architect and consider trade-offs effectively This live event is for you because... You're an aspiring software architect who wants to understand which skills you need to progress in your career. You're a software architect who wants to explore key skills in more detail. Recommended follow-up: Read Fundamentals of Software Architecture (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 14
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 519.5/42
    Keywords: Bayesian statistical decision theory ; Probabilities ; Probability learning ; Statistics ; Théorie de la décision bayésienne ; Probabilités ; Apprentissage de probabilités ; Statistique ; probability ; statistics ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 15
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 16
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 17
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 9 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.5
    Keywords: Product management ; Produits commerciaux ; Gestion ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Product management (PM) has emerged as an exciting and highly desirable career path, offering opportunities to people with far-reaching and eclectic skill sets and backgrounds. But this very variability can make product management a particularly challenging field to enter. Do all organizations mean the same thing when they say "product manager"? Do you need to learn technical skills to become a product manager? Become an expert designer? Get an MBA? This video provides strategies for breaking into a PM role from within or outside an organization. What you'll learn and how you can apply it Understand the fast-changing landscape of product management and adjacent roles Discover how to spot the product roles that match your background and experience Learn ways to transition from a nonproduct role to a PM role in your organization Prepare for your first product management job interview This course is for you because... You're a relatively new product manager, product owner, program manager, etc. Prerequisites: Beginner knowledge of product management Recommended follow-up: Watch Product Management Fundamentals (video).
    Note: Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
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  • 18
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 519.5/37
    Keywords: Correlation (Statistics) ; Mathematical statistics ; Corrélation (Statistique) ; correlation ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 19
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 36 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.5
    Keywords: Product management ; Produits commerciaux ; Gestion ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: "This six-module course teaches product managers how to choose a product to design, create a business case, work with engineering, and bring it to market. It will train current and aspiring product managers how to perform market research, understand a product life-cycle process, and successfully define, develop, launch, and promote new products. The modules are intended for anyone with no prior product management experience who wants to work in that capacity in a tech business or startup, as well as aspiring founders who want to learn more about the product management process. What you'll learn and how you can apply it The purpose of this course is to provide a fundamental understanding of new product design and development ideas. It presents essential management concerns in new product design; cutting-edge new product ideation, design, development, and marketing approaches. The goal of the product management module is to walk through the product management life cycle, from inception to growth and launch, while taking customer feedback into consideration and implementing effective tools, processes, and determination to create a scalable product and manage it until its end of life. It covers the product life cycle, market research, competitive analysis, market and pricing strategies, product roadmaps, and the people skills necessary to effectively influence and negotiate. It will give you practical, actionable advice on how to create and capture value as a Product Manager, with a focus on the fundamental concepts that underpin successful product creation and management across industries and individual businesses. Bridging the gap between ""strategy"" and ""implementation"" Learn and implement Product Management tools Prioritize your time and pick your battles (backlog) Collect and analyze customer and market feedback Prioritize and effectively communicate needs to technical teams Manage Technology Roadmaps effectively Guarantee successful product lifecycle management while mitigating product safety risks This course is for you because... You're a product manager with 1-4 years of experience who needs to deliver a product from initiation to decline and expansion. You have basic product management life cycle knowledge, from defining product problem statements, market assessment, technology roadmap, development, and go-to market. You have previous product management experience in charge of a team of at least five developers or cross-functional engineering teams (or if you would like to lead a team of five developers or more). Prerequisites Read: Practical Product Management for Engineers by Nehal Patel, Co-author Philip Hoang (book) Complete: Professional Development by Eric Roulo (Owner Roulo Consulting Inc.) Roulo Consulting Inc - Professional Development Reading/Writing Assignment".
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 20
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 29 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1068/5
    Keywords: Computer software Quality control ; Computer software Development ; Software engineering ; Logiciels ; Qualité ; Contrôle ; Génie logiciel ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Getting out of tech debt can feel like a Sisyphean task. After weeks of work, the success case is to have the app working the way it used to. It's not uncommon for organizations to declare code bankruptcy and rewrite working systems from the ground up. How do we end up in this situation? How do we measure it? And how do we alleviate, or even better, prevent such a situation? Join expert Chelsea Troy to explore technical debt and its impact on an organization. You'll learn how this debt builds up, how to measure it, and how to zero in on areas of greatest need--identifying high-leverage code changes and prioritizing them over renovations. You'll also explore the skills that tech teams use to prevent and reduce tech debt so you can apply them in your own organization. What you'll learn and how you can apply it: By the end of this course, you should be able to marshal you team's morass of frustration around your technical debt into an actual plan with prioritized steps to reduce and control it. This course is for you because: You're an engineer who wants to understand and reduce tech debt. You work with engineers or manage large projects and want the code to work, and keep working, without burning out the team. Prerequisites: Experience leading technical teams or working with a code base that's becoming hard to maintain (useful but not required).
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
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  • 21
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 510.2/12
    Keywords: Mathematical notation ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 22
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 23
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 24
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7
    Keywords: Electronic data processing ; Software engineering ; Big data ; Python (Computer program language) ; Computer programming ; Cloud computing ; Génie logiciel ; Python (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The systems of today are exponentially more complex than the systems of 15, or even 10 years ago. There are way more moving parts and interactions to keep track of, sometimes leading to systems behaving in very unpredictable ways. In the past, Software Engineers and Site Reliability Engineers (SREs) could rely on logging and monitoring to make sense of their systems. This is no longer the case. The good news is that Observability can help. In this course, you will learn about how Observability can help SREs and Software Engineers make sense of what's going on in their systems. You will also learn about OpenTelemetry: what it is, how it supports Observability goals, how OpenTelemetry instrumentation works, and how the OpenTelemetry Collector and OpenTelemetry Operator further enhance OpenTelemetry's capabilities. You will put OpenTelemetry theory into practice with hands-on exercises which include instrumenting a Python application with OpenTelemetry, configuring the OpenTelemetry Collector, and deploying and configuring the OpenTelemetry Kubernetes Operator. Finally, you will learn what pitfalls to avoid when setting up an Observability practice, to ensure that you and your teams are positioned for success, and explore some advanced Observability use cases supported by OpenTelemetry. What you'll learn and how you can apply it Understand what Observability is, and why it is an important practice for SREs and software engineers Understand how OpenTelemetry helps to achieve Observability, and understand the basic building blocks required to instrument an application Understand the value of the OpenTelemetry Collector, and how to configure and deploy it Understand the value of the OpenTelemetry Operator, and how to configure and deploy it Quickly see OpenTelemetry in action in a complex ecosystem by running the OpenTelemetry Demo App Use OpenTelemetry to instrument a simple Python application and send traces to an Observability back-end via the OpenTelemetry Collector Understand what pitfalls to avoid in order to run a successful Observability practice Understand additional ways in which OpenTelemetry can help achieve Observability This course is for you because... You're a Site Reliability Engineer looking to improve the reliability of your systems. You're a Software Engineer looking to improve the debuggability of your code. Prerequisites: Familiarity with Linux Working knowledge of Python programming Docker fundamentals Git fundamentals Kubernetes fundamentals, including deploying applications to Kubernetes.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 25
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Neural networks (Computer science) ; Intelligence artificielle ; Réseaux neuronaux (Informatique) ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 26
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 25 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: PostgreSQL ; SQL (Computer program language) ; SQL (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: PostgreSQL is the leading open source database for online transaction processing. It serves as the main database for many applications and services, and is a crucial component of any architecture. Knowing how to best utilize PostgreSQL has a big impact on your application. This on-demand course covers the essentials of PostgreSQL, from performing basic administrative tasks to designing a schema to keep data clean and prevent issues down the road. Through a mix of concise demonstrations and interactive assessment, you will learn how to execute queries, identify potential optimizations, and use appropriate indexes to make queries quick and efficient. What you'll learn and how to apply it Module 1: By the end of this module, the learner will be able to understand PostgreSQL core concepts and architecture. Module 2: By the end of this module, the learner will be able to perform common administrative tasks, such as creating users, tables, constraints, and indexes. Module 3: By the end of this module, the learner will be able to perform query optimizations with indexes. This course is for you because You're a developer, DBA or sysadmin You work with databases You want to specialize in PostgreSQL Prerequisites Basic knowledge of SQL.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 27
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 28
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 29
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Logiciels d'application ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Join Sam Newman and Evan Bottcher for a discussion about the evolution of internal developer platforms and how to design teams that support a cohesive architecture reflected in underlying systems, features, processes, data, and APIs. Team arrangement, or topology, leads to "forces of alignment," which helps in making better technology decisions for both developers and external customers. What you'll learn and how you can apply it Explore how to make tool choices and organize workflows to optimize developer productivity Learn what constitutes an effective platform engineering team Understand the core values and objectives of successful platform engineering This live course is for you because... You want the chance to hear from Sam Newman and Evan Bottcher about how infrastructure & ops is changing. Recommended follow-up: Read Platform Engineering on Kubernetes (book) Watch Infrastructure & Ops Hour: Platform Engineering with Camille Fournier (video).
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 30
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Biocompatibility ; Intelligence artificielle ; Biocompatibilité ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 31
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 510.2/12
    Keywords: Mathematical notation ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 32
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Deep learning (Machine learning) ; Machine learning ; Logistic regression analysis ; Apprentissage profond ; Apprentissage automatique ; Régression logistique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 33
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/06
    Keywords: Corporate reorganizations ; Entreprises ; Réorganisation ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: While reorganizations can unleash tremendous business value, they're inherently disruptive. And when they're managed poorly, they can do more harm than good. Michael Lopp and Heidi Helfand discuss how to make reorgs as painless as possible for leaders and teams. Join them to understand ways of approaching a reorg strategically to maximize the benefits of the changes, build unity with new teams, and minimize known challenges. You'll learn when and how to effectively communicate the business goals of the reorg, how to advocate for yourself and team members, and what you can do to help others adapt and thrive during this period of growth and change. Tech Leadership Tuesday is a dynamic monthly live event that helps empower people and technology leaders to become more effective and successful in their leadership roles. Each episode delves into a relevant topic for engineering leaders and, through a conversation between a host and guest, you'll learn about common challenges, best practices, and lessons learned from the guest's experience. What you'll learn and how you can apply it How to approach reorgs strategically to minimize disruption How to advocate for you and your team to benefit from the reorg This live event is for you because... You want the chance to hear from Michael Lopp and Heidi Helfand about software development and reorganizations. You want to be better prepared to navigate a reorg. Recommended follow-up: Read (or listen to) Dynamic Reteaming: The Art and Wisdom of Changing Teams, second edition (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 34
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 519.50285
    Keywords: Probabilities ; Mathematical statistics ; Computer science ; Probabilités ; Informatique ; probability ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.
    Note: "Shortcuts". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 35
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: "Shortcuts.". - Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 36
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
  • 37
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 38
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (6 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Understanding the core concepts of LLMs is a must-have skill today. This video collection introduces the core concepts you need to know, whether you are a developer or a non-technical person. Learn the components of LLMs, such as the transformer model, context windows, parameters, tokens and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
    Library Location Call Number Volume/Issue/Year Availability
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  • 39
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Audiobooks ; Livres audio
    Abstract: This is the one stop shop for all What's New in Software Development interviews of 2024 in their audio format. Keep up-to-date with Sam Newman and his colleagues on their software development journeys.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 23, 2024)
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  • 40
    Language: English
    Pages: 1 online resource (1 video file (54 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3028/7
    Keywords: Software measurement ; Computer software Evaluation ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: With engineering leaders under increasing pressure to quantify engineering performance, there’s no shortage of opinions or frameworks suggesting which engineering metrics matter most. Join Peter Bell, CTO of Rare Talent, and guests for a discussion about how to select the metrics that matter for your organization’s success. Through this expert panel discussion, you’ll learn why selecting engineering metrics is so challenging, what considerations and trade-offs should be taken into account, the problems with commonly used metrics, and how to have more productive conversations about how metrics relate to executives’ key business goals. CTO Hour is a quarterly live event that brings together a panel of senior engineering leaders to discuss with expert and host Peter Bell how they’ve approached timely technology or business challenges. This dynamic event features ample time for questions. Active and aspiring senior leaders will learn valuable insights from top VPs and CTOs and ultimately be prepared to make better-informed decisions as heads of technology.
    Note: Online resource; title from title details screen (O’Reilly, viewed March 20, 2024)
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  • 41
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 33 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/37
    Keywords: User interfaces (Computer systems) Testing ; User-centered system design ; Web sites Design ; Conception participative (Conception de systèmes) ; Sites Web ; Conception ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In an ideal world, usability testing might be considered exclusively the job responsibility of UX designers or researchers. However, for many of us and for various reasons, that just isn’t a reality. No matter what the situation is, running basic usability tests is something everyone is completely capable of—and it comes with the bonus of making us better at our own jobs, as well, by better understanding our users. In this course, we’ll discuss finding participants, thinking through the testing logistics, writing and facilitating a usability test, and reviewing the data. Each learner will get the chance to write a usability testing script for a feature in their own website or application that they’d like to test. Then, they’ll be challenged to practice usability tests with those scripts to get hands-on experience facilitating tests. Learners will leave this course feeling empowered and confident to start a usability testing program at their own workplace!
    Note: Online resource; title from title details screen (O’Reilly, viewed March 19, 2024)
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  • 42
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 29 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Software engineering ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Software development is increasingly central to a business’s identity. But as the complexity of the practice grows, the demand is high for developers who operate at a senior level. And the rise in generative AI tools means that even expert developers must recalibrate how they work to keep up with the pace of development. 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.
    Note: Online resource; title from title details screen (O’Reilly, viewed March 20, 2024)
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  • 43
    Language: English
    Pages: 1 online resource (1 video file (54 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Join Michael Lopp and Tara Hernandez as they delve into developer productivity--what it is, why it's often misunderstood, and why it's such a hot topic right now. This event is for aspiring and active leaders who want to ensure that their teams are meeting their goals, have the tools they need to do their best work, and are able to communicate the value of their work to non-technical leadership. Viewers will gain insight into recent debates about measuring developer productivity, what qualitative and quantitative data shed the greatest light on productivity, and what steps they can take to foster an organizational culture that looks holistically at developer experience. Tech Leadership Tuesday is a dynamic monthly live event that helps empower people and technology leaders to become more effective and successful in their leadership roles. Each episode delves into a relevant topic for engineering leaders and, through a conversation between a host and guest, you'll learn about common challenges, best practices, and lessons learned from the guest's experience. What you'll learn and how you can apply it What's driving recent debates about developer productivity The role that developer productivity plays in engineering culture The business value of focusing on developer productivity and how you can measure ROI This live course is for you because... You want the chance to hear from Michael Lopp and Tara Hernandez about leadership and developer productivity. You're a leader and you want to learn to think more holistically about how to empower developers and deliver software faster. Recommended follow-up: Read Rethinking Productivity in Software Engineering (book) Read Efficiency vs. Effectiveness vs. Productivity (Chapter 2 from Leading Effective Engineering Teams) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
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  • 44
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 23 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.5/14
    Keywords: Business enterprises Information technology ; Management ; Technological innovations ; Strategic planning ; Organizational change ; Entreprises ; Technologie de l'information ; Gestion ; Innovations ; Planification stratégique ; Changement organisationnel ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Build A Data Strategy to Create Iron-Clad Profit Performance is an online course and toolkit for data professionals who want to get unstuck and up-leveled into their next promotion by delivering fail-proof data strategy plans for their data projects. Learners need to have some degree of mastery with respect to data technologies and skill sets. They don’t need to know how to build every type of data / data science / data engineering solution under the sun, but they should have a firm understanding of at least data analytics, data science, data management or data engineering.
    Note: Online resource; title from title details screen (O’Reilly, viewed March 19, 2024)
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  • 45
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (43 min.)) , sound, color.
    Edition: [First edition].
    DDC: 650.1
    Keywords: Success in business ; Leadership ; Time management ; Project management ; Succès dans les affaires ; Leadership ; Gestion du temps ; Gestion de projet ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Advancing in a large organization requires more than just being good at your job. Many of these skills and practices are not obvious and seldom taught. In teaching some of these practices, this course will help you learn how to better manage your time and relationships, find space to innovate, and take advantage of all the perks and benefits of working at a large company, so that you can not only survive but also thrive in your role. What you'll learn and how to apply it By the end of this course, you will have new tools and ways of thinking that will improve your daily outlook, give you more opportunities to advance, and avoid overwork at a large organization. This course is for you because You're new to working at a large company and want some tactics and practices to avoid making mistakes and having an unpleasant worklife. You want to become better at managing relationships and using your time wisely. You want to work on advancing your career and effectiveness at work. Prerequisites You're working in a large company Your job is focused on how the organization runs, either by helping management, being a manager, or aspiring to one of those roles.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 46
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 21 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.54
    Keywords: Microsoft Excel (Computer file) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Dirty data is everywhere. Have you had a letter addressed to you with your name misspelled? That's dirty data. Do you have trouble finding a product on a website because it's not in the right category? That's dirty data. Do you have trouble finding a person or company name in your system because of a typo? That's dirty data. And it causes problems, lots of problems. Before software implementation, machine learning and AI, you need clean data. It's THE most important thing to fix before doing any of these things, and we're all expected to be able to clean or fix this data, yet no one tells us how to do it! Some of the most common data problems occur in name, address, email and phone number data, and this course will cover this off. While there are many data-cleaning tools out there, almost everyone uses Excel, including non-data professionals, and it's important to have the skills to be familiar with and be able to get to know your data before you use these tools. It's essential to be able to spot and fix errors in Excel first, and understand when the data isn't right so you know if you can trust those fancy tools or not! This course will help you achieve this and you'll learn: What is dirty data? The importance of data quality Tips for cleaning data in Excel How to clean names, addresses, emails and phone numbers in Excel You'll even get your own dirty data set to work on! This course is for you because... You have data quality issues in your organization and would like your team to understand the importance of data quality and how to improve it. You're a data professional spending a significant amount of time cleaning data and would like to work more efficiently. You're not a data professional, but work with data and want to work more efficiently with it. Prerequisites: Some experience of Excel would be beneficial.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
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  • 47
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Natural language processing (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join host George Anadiotis and guest Eric Xing, for a discussion about the current and expanding field of open-source large language models and how they are impacting the development of generative AI. We’ll cover technical aspects, as well as the business and policy concerns related to open-source LLMs.
    Note: Online resource; title from title details screen (O’Reilly, viewed March 20, 2024)
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  • 48
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 34 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Artificial intelligence promises to augment human capabilities, revolutionize scientific research, personalize consumer experiences, transform education, and usher in an era of autonomous transportation. But companies should understand the risks along with the potential. Implementing AI without clear use cases or business goals can lead to wasted resources, and a lack of expertise or attention to ethical considerations can bring powerful consequences. Join our experts to explore how AI is changing technology and business. You'll learn how to harness its transformative potential while avoiding common missteps and discover how to best use AI as a tool for progress rather than a stumbling block. What you'll learn and how you can apply it Apply AI in the right situations and avoid costly mistakes by expecting too much from a developing tech Program macros and scripts with no coding experience using ChatGPT Discover the progress being made with autonomous vehicles and the pitfalls they face This Superstream recording is for you because... You're an ML engineer or developer interested in safely and effectively taking advantage of recent advances in AI while avoiding potential pitfalls. You want to hear about the latest and greatest of AI from experienced industry experts working in the field today. Your organization is quickly advancing into applying AI without a strong map for the potential peaks and valleys ahead. Recommended follow-up: Read Designing Machine Learning Systems (book) Watch Building AI Agents with LLMs (video) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 49
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 49 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Microsoft Azure (Computing platform) ; Cloud computing Study guides Examination ; Microsoft Azure (Plateforme informatique) ; Infonuagique ; Examen ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Many organizations are moving some or all of their on-premises network resources to the cloud, and for Microsoft shops, that often means Microsoft Azure. IT professionals who are grounded in on-premises networking need to develop their cloud management skills and prove those skills to their employers. This training explains the Microsoft Certified Azure Administrator certification; outlines the key topics of storage, identity, security, and governance; walks through demos of the activities that candidates will be expected to understand; previews what to expect in the exam; and offers tried-and-true study tips honed through years of taking and writing Microsoft courses. What you'll learn and how you can apply it In combination with the course Azure Administrator Associate (AZ-104) - Managing Compute and Networking Resources, you'll learn the fundamentals needed to pass the AZ-104 Microsoft certification course Understand the different types of Azure identities and how to administer Azure resources using the hierarchy of available structures Understand how to create, secure, and monitor storage as well as how to ensure adequate storage fault tolerance and availability Understand the various tools available for monitoring Azure resources, including analytical and logging tools This course is for you because... You are (or hope to be) an IT administrator in an organization moving to Azure. You work with virtual machines and cloud services in a Microsoft shop. You wish to become a certified Azure Administrator Associate (MC:AAA) via the Microsoft AZ-104 exam. You're a developer who wishes to understand the basic administrative context of the environment for your Azure-based apps. Prerequisites: Basic familiarity with Windows and Windows networking Basic familiarity with virtualization Basic familiarity with PowerShell.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
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  • 50
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 9 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/038011
    Keywords: Management information systems ; Business Data processing ; Big data ; Systèmes d'information de gestion ; Gestion ; Informatique ; Données volumineuses ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: An increasing number of organizations are adopting data mesh due to its ability to explain and address the frustrations that many organizations experience as they try to get value from data at scale. Data mesh treats data as a product, considers domains as a primary concern, applies platform thinking to create self-serve data infrastructure, and introduces a federated computational model of data governance. This course will show you how to holistically combine the changes to the technical landscape and the operational model required for data mesh to succeed. You will explore domain ownership, data as a product, how to create a strong developer experience, and federated governance. Once you have completed the course, you will be able to understand the different elements of data mesh in practice and have the confidence to drive data mesh adoption in your company. What you'll learn and how you can apply it: Understand the intent and value behind the foundational elements of data mesh, and have the confidence to participate in a data mesh adoption. This course is for you because: You are or are interested in becoming, involved in a data mesh adoption. You have a stake in successful data use at scale-you're a machine learning practitioner, a data engineer, an engineering manager with responsibility for data or a leader of a technical organization. You are interested in problems at the intersection of business, data and collaboration. Prerequisites Either: Practical experience implementing distributed transactional systems. Practical experience implementing analytical systems. Recommended follow-up: Read Designing Data-Intensive Applications to deepen your technical understanding of data systems at scale. Read Creating a Data-Driven Organisation for a broader look at how to structure an organization to maximize value from data. Read Fundamentals of Data Observability to learn about how to automate data quality checks. Read Enterprise Data Catalog for a deep dive into the discovery part of data management.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
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  • 51
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 3 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Artificial intelligence ; Architecture logicielle ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Over the past year, generative AI has dominated headlines. We know that it's being used to write code, but how can you leverage its power in software architecture when every company's architecture is different? How can you convert the knowledge automated by AI into the wisdom required for software architecture? What are the best ways to use this powerful tool to improve your architecture's security and resiliency? Join us to discover how AI may impact software architecture and how you can use it in your architectural processes right now. You'll explore AI for SaaS architecture, how to use AI to create diagrams, and more. If you're looking to stay one step ahead, these sessions are for you. What you'll learn and how you can apply it Understand the possibilities and risks of AI so you can judge when and how to use it Learn how GenAI mechanisms can influence core SaaS architecture strategies and how you can implement this in your SaaS solution Explore the use of prompt engineering for architectural tasks and leverage generative AI to improve their work This live event is for you because... You want to understand how to use generative AI to improve and communicate your software architecture. You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. Recommended follow-up: Read Building Multi-Tenant SaaS Architectures (book) Read Communication Patterns (book) Read Software Architecture: The Hard Parts (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 30, 2024)
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  • 52
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/78
    Keywords: Cyberterrorism ; Cyberspace Security measures ; Risk management ; Cyberterrorisme ; Gestion du risque ; risk management ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Risk management, the process by which organizations identify, analyze, and mitigate potential threats, is a fundamental skill for any cybersecurity professional. This comprehensive course will teach you the components of risk management, the roles and responsibilities of each player, and how to put it all together to make smart business decisions. You will build the vocabulary and searching skills needed to identify the specific vulnerabilities and threats that are slowing down your mission as well as the ability to communicate about them effectively. What you'll learn and how you can apply it: Be able to apply risk management techniques to your organization Have a firm understanding of cybersecurity risk management Understand the technical risk inventory Be able to consolidate multiple risk analysis reports into a single risk management report This course is for you because: You're a cybersecurity professional. You want a solid foundation and practical skills of risk management. You're looking to move into a new role from a technologist to a cybersecurity professional with an emphasis on core skills important to cybersecurity. Risk Assessment is an adjacent knowledge base that you would like to understand better. Prerequisites: Knowledge of cybersecurity concepts and protocols Knowledge of network security methodologies CompTIA Network+ certification or equivalent knowledge Knowledge of the following: ports, protocols, services, OSI layers, routing, switching, IP addressing, wired and wireless networking infrastructure, network operations, and network troubleshooting tools.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 30, 2024)
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  • 53
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 610.285
    Keywords: Medical informatics ; Artificial intelligence ; Artificial Intelligence ; Médecine ; Informatique ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Generative AI has the potential to transform every aspect of healthcare--from personalized patient care and drug discovery to enhanced medical imaging and robot-assisted surgeries. Physicians are taking advantage of state-of-the-art tools like ChatGPT to better connect with their patients and manage medical records. Like any emerging technology, there are benefits and challenges to using AI in medicine. Join us and leading industry experts to learn more about the next-generation AI tools, techniques, and applications driving innovation in healthcare. What you'll learn and how you can apply it Uncover the benchmarks and best practices enabling academic medical centers, pharmaceuticals, and health IT companies to build real-world LLM-based applications Discover how graph databases are reshaping life sciences, catalyzing breakthroughs, and steering healthcare toward impactful, personalized outcomes Explore powerful new generative AI tools designed to enhance the search capabilities of AI models and provide highly accurate LLMs for medical Q&A and summarization Learn how to develop LangChain applications for disease diagnosis and screening Discover generative, predictive, and hybrid AI models that offer comprehensive solutions for complex medical challenges This live course is for you because... You're an AI/ML engineer or data practitioner who wants to broaden your skill set and apply your knowledge to the healthcare industry. You're a medical practitioner looking to explore the latest advancements in AI technology. You're a healthcare leader who wants to implement AI technology in your organization. Recommended follow-up: Read Prompt Engineering for Generative AI (book) Read Developing Apps with GPT-4 and ChatGPT (book) Read Low-Code AI (book) Watch ChatGPT: Possibilities and Pitfalls (video) Read AI-First Healthcare (book) Read Generative Deep Learning, second edition (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: "Live courses.". - Online resource; title from title details screen (O'Reilly, viewed January 30, 2024)
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  • 54
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.4/038
    Keywords: Information technology Management ; Technology Leadership ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Technologie de l'information ; Gestion ; Technologie ; Leadership ; Audiobooks ; Livres audio
    Abstract: This is the one stop shop for all of the 2024 Tech Leadership Tuesday interviews in their audio format. Keep up-to-date with Michael Lopp and his colleagues on their tech leadership journeys.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 23, 2024)
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  • 55
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: Blockchains (Databases) ; Agile software development ; Scrum (Computer software development) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course covers the basics of the Agile and Scrum Methodologies, and its application to layers of various technologies. Leading Blockchain projects requires a scaling agile approach as well as blending together various Agile solutions to accommodate the Blockchain solutions combined with accompanying technologies. In this course learner will attain the skills needed to lead Blockchain based projects. What you'll learn and how you can apply it By the end of this course, you'll understand: The foundations of the Agile and Scrum methodologies How to apply Scrum and Agile principles to Blockchain projects How to scale Agile to a team-of-teams approach How to use different Agile methodologies to lead and deliver complex solutions And you'll be able to: Understand how to implement an Agile and Scrum solution for complex projects. Scale Agile and Scrum solutions to support layers of technologies. Involve the team and stakeholders in continuously delivering working Blockchain based projects. This course is for you because... You're interested in the distributed ledger emerging technology. You work in IT, and you want to understand the solutions Blockchain delivers. You want to add to your current skill set and become a leader in Blockchain and emerging technology. Prerequisites: Basic knowledge of web applications and the Internet.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 56
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 24 min.)) , sound, color.
    Edition: Revised edition.
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Machine learning ; Cloud computing ; Traitement automatique des langues naturelles ; Apprentissage automatique ; Infonuagique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Sponsored by deepset Join us for this edition of O'Reilly Book Club with Lewis Tunstall and Leandro von Werra, authors of Natural Language Processing with Transformers, to learn how transformers, which are the backbone of the state-of-the-art LLM models in the field today, work and how to integrate them in your applications. Bringing insights from their experience working at Hugging Face, Lewis and Leandro will discuss the benefits and challenges of training your own model, scaling, and deploying it for your system. Learn tricks of the trade, listen to stories, and gain new insights. What you'll learn and how you can apply it Learn about a variety of NLP tasks transformers can help you solve Understand how transformers can be used for transfer learning Learn about building, debugging, and optimizing transformer models This live event is for you because... You want to go beyond the words on the page and ask your own questions. You're a data scientist, machine learning engineer, or developer who is working with AI and machine learning and want to learn about the latest developments in the field. Recommended follow-up: Read Natural Language Processing with Transformers, Revised Edition (book) Read Hands-On Large Language Models (early release book) Read Hands-On Generative AI with Transformers and Diffusion Models (early release book) Read Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems (book) Watch Natural Language Processing Using Transformer Architectures (video).
    Note: Online resource; title from title details screen (O'Reilly, viewed November 1, 2023)
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  • 57
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 41 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Natural language processing (Computer science) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Large language models have taken the field of natural language processing and other domains of AI application by storm. The introduction of the transformer architecture by Google Brain in 2017 allowed these models to expand beyond individual word processing to the broader contexts of sentences or paragraphs, and the results have been groundbreaking, even renewing debates about the sentience of AI. But while the applications for these models are endless--from personal assistants and coding assistants to translation and copywriting--the power of LLMs comes with many questions and challenges. The size of LLMs can raise questions of latency and costs when put into production, and debates around the potential harmful effects of LLMs that produce hate speech and misinformation have only just begun. Join experts and practitioners in the field who are tackling these challenges head-on. ML and NLP researchers, data scientists, ML engineers, and AI leaders interested in these powerful models will explore everything from researching the potential of new LLMs to creating state-of-the art applications and more. What you'll learn and how you can apply it Get expert perspectives on the latest tools and techniques for building large language model applications Learn about the latest open source projects making powerful LLM applications achievable for more organizations This Superstream is for you because... You're a current or future AI product owner or AI/machine learning practitioner. You want to learn about the state of the art in artificial intelligence and how large language models can be leveraged to build new applications and solve your organizational challenges. Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 58
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Software engineering ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Maximiliano Contieri, author of Clean Code Cookbook, to learn how to go beyond the concept of clean code to identify improvement opportunities and their impact on production code. Ask questions, learn tricks of the trade, listen to stories, and connect with other readers. What you'll learn and how you can apply it Understand the benefits of clean code and how to detect code smells Learn refactoring techniques step-by-step Gain illustrative code examples in several modern programming languages This live event recording is for you because... You want to go beyond the words on the page and hear directly from the author. You're a software engineer or architect who needs to scale and maintain large systems. Recommended follow-up: Read Clean Code Cookbook (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 59
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 47 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: Blockchains (Databases) ; Agile software development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Hedera Hashgraph Enterprise Strategist program allows non-technical students and working professionals to demonstrate the knowledge required to orchestrate client applications and smart contracts leveraging Hedera Hashgraph. Your introduction to Distributed Ledger Technology (DLT) technology allows you to see how this technology could impact business, operation models, and solution integration. What you'll learn and how you can apply it By the end of this course, you'll understand: The foundations of the Agile and Scrum methodologies. How to apply Scrum and Agile principles to Blockchain projects. How to scale Agile to a team-of-teams approach. How to use different Agile methodologies to lead and deliver complex solutions. And you'll be able to: Understand how to implement an Agile and Scrum solution for complex projects. Scale Agile and Scrum solutions to support layers of technologies. Involve the team and stakeholders in continuously delivering working Blockchain based projects. This course is for you because... You're interested in the distributed ledger emerging technology. You work in IT and want to understand the solutions Blockchain delivers. You want to add to your current skill set and become a leader in Blockchain and emerging technology. Prerequisites: Basic knowledge of web applications and the Internet.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 60
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 52 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Cloud computing Study guides Examinations ; Electronic data processing personnel Study guides Certification ; Infonuagique ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: If you're an IT professional today, you need to know the basics of cloud computing regardless of the role you're in. The AWS Cloud Practitioner certification is one of the most sought-after certifications and the perfect first step to gaining basic fluency with cloud concepts and with the AWS platform, one of the world's leading cloud providers. This on-demand video course covers all of the topics you'll need to know to pass your exam and become an AWS Certified Cloud Practitioner, including serverful, serverless, organizations, support and budgets, identity and access management (IAM), encryption, the well-architected framework, the shared responsibility model, as well as the basics of Elastic Compute Cloud (EC2), networking, Simple Storage Service (S3), and more. What you'll learn and how you can apply it Basic cloud computing concepts The economics and security of the AWS Cloud The AWS landscape of services, so that you'll be prepared to sit for the AWS Certified Cloud Practitioner exam This course is for you because... You need to communicate at a high level about cloud and AWS concepts You want to gain fluency in the cloud You want to tackle any of the role-based certifications offered by AWS.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 61
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 11 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6/6
    Keywords: Computer network protocols ; Packet switching (Data transmission) ; Protocoles de réseaux d'ordinateurs ; Commutation de paquets ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Packet analysis using Wireshark is one of the most critical hands-on skills to have as a security practitioner. It is also a versatile skill, spanning many facets of cybersecurity. If you read a technical report on network security, threat intelligence, or even application security, Wireshark is commonly used and referenced. Packet analysis and Wireshark are used in system administration, troubleshooting networks, incident response, and forensics. In this course, learners will learn the basics of packet analysis, looking at and understanding network traffic, and using real network traffic in exercises. Basics including network packet, the Open Systems Interconnection model (OSI) model, and a packet capture (PCAP) file will be introduced. Demonstrations include using Wireshark to reconstruct a conversation between two computers, extract pictures from a PCAP file, extract credentials that were sent insecurely on a network, and analyze maltraffic. What you'll learn and how you can apply it What a network packet is and how it encapsulates the OSI model The dangers of sending sensitive data unencrypted, "in-the-clear," over an open or untrusted network The difference between encoding and encryption And you'll be able to: Reconstruct files (e.g., images, video, audio, apps) from network traffic. Catch sensitive information (including usernames and passwords) from network traffic. Verify sensitive information without illegally logging into a system without permission. Filter network traffic by IP address(es), protocol, and even by strings. Analyze network traffic containing malware. This course is for you because... You're a software engineer or web developer who wants to know more on how things work on the network level. You're a security practitioner and want to understand how things (i.e., the network, network communications under the hood) really work -beyond just using security tools (e.g., Ettercap, Kismet, Xplico, NetworkMiner). You want to become a network engineer or specialist. You have aspirations to work in network security or threat intelligence. Prerequisites: Basic working knowledge of computers, including installing software, uploading and downloading content, hardware, and software Rudimentary knowledge of computer security concepts such as plaintext, encryption/decryption, malware.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 62
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 17 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Development ; Artificial intelligence ; Computer programming ; Application program interfaces (Computer software) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: In this course you will learn to build basic AI-powered applications by LangChain. Working with Language Model providers can unlock new capabilities for your application, however, they quickly become difficult to work with once you get past the basics. LangChain is an Open-Sourced framework that helps developers of all skill levels build complex interactions in just a few lines of code. We'll explore the basics of LangChain, top use cases, and build a question and answer application. What you'll learn and how you can apply it: Understand the basics and main use cases of working with LangChain to build LLM-powered applications Build your own Question and Answer application on your own custom files This course is for you because: You're a software developer interested in learning to leverage LLMs to build AI-powered applications. You're a data scientist or software engineer looking to add a new skill to your toolkit. You want to become more proficient at synthesizing text and freeform responses. You would like to build your own tools to power your text-based workflows. You would like to understand the latest trends and technologies in the AI space. Prerequisites: Basic Python knowledge Familiarity with Jupyter Notebooks Familiarity with Language Model Providers (ChatGPT, Bard).
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 5, 2023)
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  • 63
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 53 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: TensorFlow ; Machine learning ; Neural networks (Computer science) ; Artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: TensorFlow ( tf ) is a mainstream software platform for data science, data engineering, and MLOps. Maintained by Google and the community, this open source platform has facilitated many of the dramatic advances in AI over the past ten years. TensorFlow is used extensively across academia and industry, and is one of the most prominent tools in a data scientist's utility belt today. In this course you'll learn about TensorFlow itself and how to use it in your daily work. What you'll learn and how you can apply it Understand the TensorFlow platform and the roles of its components Use TensorFlow to accomplish typical data science tasks: model training, optimization, inference, serving, monitoring and more Gain a working knowledge of TensorFlow APIs This course is for you because... You're a software engineer familiar with Python and would like to learn TensorFlow. You're a data scientist who knows Python and wants to diversify your tools. You want to become more proficient at machine learning with TensorFlow. TensorFlow is an adjacent technology that you would like to understand better. You want to use TensorFlow to build machine learning models. You want to get hands-on with TensorFlow and build and train a machine learning model. Prerequisites: Working knowledge of Python Data science experience a plus but not necessary Familiarity with NumPy a plus but not necessary Basics of machine learning a plus but not necessary An understanding of statistics and mathematics a plus but not necessary Familiarity with deep learning a plus but not necessary Recommended follow-up Learning TensorFlow (book) TensorFlow for Deep Learning (book) Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition (book) Designing Data-Intensive Applications (book) Fundamentals of Data Engineering (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 64
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 659.2/85
    Keywords: Stakeholder management ; Success in business ; Succès dans les affaires ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In this on-demand course, you will learn why stakeholder management is vital to your business success, how to identify and assess stakeholders' expectations, and how best to communicate a common understanding of shared goals and objectives. As individuals advance into more senior roles, they take on additional responsibilities and larger projects. This means they gain the opportunity to influence more people who are impacted by their work. Those they are trying to influence are known as stakeholders, and while some may want to help you, others may undermine you. The challenge is winning stakeholder support and achieving your goals. What you'll learn and how you can apply it: In this course, the learner will be able to: Understand who stakeholders are and explain their importance. Identify the key stakeholders in a project. Understand how to prioritize your stakeholders' influence. Understand the basics of stakeholder engagement, and how you can win support for your project. Learn what tools you can use for managing stakeholder engagement. This course is for you because: You're working with multiple people and want to influence them positively. You're a manager across verticals who needs to maintain good rapport and strong relationships. You're a leader who interacts with and manages teams, customers, vendors, cross-functional teams, etc. You collaborate with many people. Prerequisites You have experience collaborating with people in a professional environment.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 23, 2024)
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  • 65
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 49 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: Blockchains (Databases) Security measures ; Data encryption (Computer science) ; Electronic funds transfers ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Blockchains use asymmetric cryptography to ensure the authenticity and integrity of transactions stored on the distributed ledger. An attacker with access to the private key of a Blockchain account can steal cryptocurrency and interact with smart contracts on its behalf. Enroll in this course to learn best practices for managing blockchain account keys. What you'll learn and how you can apply it By the end of this course, you'll understand: The underlying theory behind public key cryptography. Applications of asymmetric cryptography in Blockchain. The various methods of private key generation. Various private key storage methodologies. Common cryptographic key management mistakes. And you'll be able to: Use and implement the best practices for securing crypto wallets and cryptocurrency. Understand common key management mistakes. Articulate the best key storage approaches. This course is for you because... You're an interested in the distributed ledger emerging technology. You work in IT, and you want to understand the solutions Blockchain delivers. You want to add to your current skill set and becoming a leader in Blockchain and emerging technology. Prerequisites: Basic knowledge of web applications and the Internet. Recommended follow-up Getting Started with Blockchain and Cryptocurrency (video course) Practical Blockchain and Cryptocurrency (video course) Understanding Crypto Currencies, Bitcoins, and Blockchains (video course) Blockchain Applications and Smart Contracts: Developing with Ethereum and Solidity (video course) Certified Blockchain Developer--Hyperledger Fabric (CBDH) (video course) Introduction to Blockchain for Azure Developers: Understanding the Basic Foundations of Blockchain (video course) Architecting Blockchain Solutions (video course) Introduction to Blockchain Applications (video course) Introduction to Blockchain Technology (video course) Meet the Expert: Blockchain Best Practices with John Hargrave and Evan Karnoupakis (video interview) Bitcoin, the Blockchain, and Their Potential to Change Our World (video course) Complete Cryptocurrency & Blockchain Course Learn Solidity (video course) Solidity Smart Contracts: Build DApps in Ethereum Blockchain (video course) Blockchain in Swift: Decentralized iOS Programming (video course) Ethereum Fundamentals (video course) Blockchain and Regulation: Privacy, Laws, Taxation and More (video course) Create Your First DApp on Ethereum - A Concise Tutorial (video course).
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 66
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 hr., 52 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: MongoDB ; Database management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: MongoDB is one of the most widely used databases in the enterprise. It employs a document-based data model that allows for agile and iterative development, is designed to be highly scalable, and can handle large amounts of data. Understanding the fundamentals of MongoDB is crucial for any data professional who wants to work with modern data technologies and build scalable applications with a robust database. In this on-demand course, join Jean Nunes da Silva as he guides you on how to get started with MongoDB. You'll learn about key components and the internal structure of MongoDB; how to create and manage databases, collections, and documents; how to use CRUD operations to manage data effectively; how to use indexes to optimize query performance, as well as advanced querying techniques; and how and when to use security features. After this course, you'll be able to create, manage, and develop on a MongoDB database for your own data driven applications. What you'll learn and how you can apply it MongoDB's internal structure Data modeling concepts and best practices for MongoDB MongoDB security and best practices Install MongoDB Design and build MongoDB databases and collections Query and filter data in MongoDB using different techniques Optimize MongoDB query performance This course is for you because... You're a developer whos want to build scalable, modern applications by using a popular NoSQL database that offers a flexible data model and high performance. You're a database administrator who wants to expand your knowledge of database management and add MongoDB to your skillset. You're a data analyst who needs to work with large datasets and want to learn how to use a powerful set of querying and aggregation tools, via MongoDB, to perform advanced analytics. You're a data engineer who wants to learn how to design and build MongoDB databases and collections, as well as best practices on modeling data to build a scalable and responsive structure. Prerequisites: Basic command-line proficiency Previous experience with other databases or programming language knowledge, such as JavaScript, is welcome but not required.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 67
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6
    Keywords: Computer networks Management ; Computer software Development ; Operating systems (Computers) Software ; Computer network architectures ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Terraform is a tool used to create and maintain diverse infrastructure throughout its complete lifecycle. Due to Terraform's design, it can interface with almost all APIs and manage any of the objects that those APIs support. Using Terraform it is possible to manage all of your infrastructure using a single tool, even when those components span a wide breadth of cloud and online software services. In this video series, Principal Production Operations Engineer, trainer, author and speaker Sean P. Kane, will teach you how to think about Terraform's role in your stack and then explore the tool and how it can be used to manage any API driven environment. What you'll learn and how you can apply it Become familiar with the standard Terraform workflow and how you can use it to interface with many of the popular public APIs on the internet. Gain a strong handle on the breadth of functionality that Terraform provides to make it easier than ever to manage complex infrafstructure. Become familiar with Terraform Cloud and how it can be used to provide a modern CI/CD workflow for infrastructure management. This course is for you because... You're an engineer who has a need to create and manage API-driven infrastructure. You're a technical manager who oversees teams largely responsible for infrastructure and operations. You're an architect or leader who wants to understand what Terraform is capable of and how your organization could use it to simplify and improve the management of your infrastructure's complete lifecycle. Prerequisites: A general experience with technical concepts and infrastructure. Be comfortable with the command line. A solid grasp of REST APIs. Some general programming experience is useful, but not required. Basic comfort with Git is recommended.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 68
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 14 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Architecture logicielle ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: About Architectural Katas: What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization will have some of its gnarliest software architecture problems solved. How it works: You put together a first-rate team of three to five people, ready to tackle an architecture challenge. We'll share the architecture problem with you at the kickoff. Then your team will have to solve it, working in whatever way is best for you (video calls, group chat, shared docs, etc.). Teams will submit their solutions and reconvene at the semifinals to find out which will move on to the finals. At the finals, the teams will submit video presentations and the audience will vote on the winner. Series schedule: Event 1: Kickoff - October 19, 2023 Meet the judges, hear all the details on how Architectural Katas works, learn more about the software architecture problem you'll be solving, and get the chance to ask Neal any questions you may have. Event 2: Semifinals and Architectural Presentation - November 14, 2023 Get a master class on presentation skills and learn how to successfully showcase software architecture plans to developers and stakeholders (and judges). You'll also find out the top teams that will submit their video presentations for the final event. Event 3: Finals - December 4, 2023 The top teams' videos are shown, judges provide feedback, attendees vote for their favorite, and judges announce the winner. What you'll learn: Identify and design architectural components Explore techniques to analyze and select the right architecture patterns Learn how to diagram and document an architectural solution Develop better communication skills to champion architecture decisions to developers and stakeholders This event is for you if... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You're responsible for creating a software architecture for your company, and you want to practice with a real-world challenge. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices, second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book).
    Note: "Live courses.". - Online resource; title from title details screen (O'Reilly, viewed November 1, 2023)
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  • 69
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 650.1
    Keywords: Success in business ; Work-life balance ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: People want to thrive at work, which consumes so many of our waking hours.And yet they are often discouraged by setbacks and feel that they're just not smart enough to get ahead. In this course, you will learn that adopting a "growth mindset" can help reframe these unproductive ways of thinking, illuminate the upside of failure, and make you feel less stuck. You will also learn the important role that companies play in creating-or failing to create-an environment that nurtures a growth mindset. After this course, you will know the difference between a growth and fixed mindset and have several strategies in hand for pursuing growth at work and in your personal life. What you'll learn and how you can apply it The theory of a growth mindset and evidence supporting it How growth dovetails with or can become misaligned with the corporate good Barriers to the growth mindset and evidence about bureaucracy The most fertile corporate environments for growth and how to join them This course is for you because... You're curious about the notion of growth mindset and wondering if it can helpadvance your career. You're a manager or individual contributor curious about what a growth mindsetis and interested in furthering your career in a healthy corporate environment. Prerequisites: Prior knowledge from working at a business or corporation College or university education would be helpful.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 11, 2023)
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  • 70
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 44 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Computer networks Security measures ; Computer security ; Cyberterrorism ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course will provide the foundational knowledge necessary to engage the vulnerability management team, support risk management, and collect data for risk assessments. Join expert Dean Bushmiller to learn the basis for scientifically defining and differentiating today's threats and vulnerabilities. Explore the best ways to identify and manage vulnerabilities using the CVE scoring system, the CAPEC system, the CWE system, and the MITRE ATT&CK matrix. What you'll learn and how you can apply it The components of vulnerabilities and threats and how to compare and contrast them The CVE vulnerability scoring system to prioritize actions The organization of the CAPEC system The root causes of hardware and software vulnerabilities Which vulnerability management system works with your environment How to interpret threat vulnerability reports and inform stakeholders This course is for you because: You're a professional looking to enter or advance in cybersecurity roles. You're a professional with cybersecurity as a component of your job description. You're a security analyst, vulnerability analyst, penetration tester, blue team technician, red team technician, network defense auditor, or risk assessor. Prerequisites: Equivalent knowledge of CompTIA Network+ certification Knowledge of the following: ports, protocols, services, OSI layers, routing, switching, IP addressing, wired and wireless networking infrastructure, network operations, and network troubleshooting tools. Recommended follow-up: Take Risk Management for Cybersecurity and IT Managers (video course with Jason Dion) Take System and Privacy Data Protection (video course with Aamir Lakhani).
    Note: Online resource; title from title details screen (O'Reilly, viewed October 11, 2023)
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  • 71
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join host George Anadiotis and guest Beena Ammanath, who is Executive Director of the Global Deloitte AI Institute and leads Trustworthy Tech Ethics at Deloitte, for a discussion about the importance of responsible, ethical, and trustworthy AI. AI systems are built on ever-growing large sets of data and have increasingly complex capabilities, especially those powered by large language models and other generative AI tools. Their potential impact on society is just beginning to unfold. The need to proactively develop Trustworthy AI is becoming crucial for AI leaders and practitioners. Although the regulatory framework around AI is a work in progress, the benefits of Trustworthy AI for every organization are orthogonal to regulation. This event is for anyone who is interested in learning more about how to develop AI systems that provide services and solve our complex problems in ways that mitigate the potential and unintended harms that could arise. What's New in AI gives you a chance to hear from leading minds in the field on topics such as generative AI, large language models, responsible AI, current regulations, and other developments as they appear. Host George Anadiotis, founder of Linked Data Orchestration, and members of O'Reilly's community of experts help you make sense of the bigger picture in AI and leverage emerging AI technologies to solve your organization's most challenging problems. What you'll learn and how you can apply it Learn about current techniques and approaches to doing trustworthy AI Understand the risks involved in building increasingly powerful AI systems Discover the future of the AI regulatory landscape This live event is for you because... You're a data scientist, machine learning engineer, machine learning architect, leader, or practitioner who designs, develops, and deploys machine learning systems. You want to keep up-to-date on the latest developments and breakthroughs in the field of AI. Recommended follow-up: Read Trustworthy AI (book) Read Machine Learning for High-Risk Applications (book) Read Explainable AI for Practitioners (book) Read Practicing Trustworthy Machine Learning (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 72
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.74
    Keywords: Amazon Web Services (Firm) ; Database management ; Information organization ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by Informatica Join experts Rajeev Srinivasan (Informatica) and Dilip Kikla (AWS) to learn how data professionals can achieve comprehensive, cohesive, and incremental data management across data discovery, ingestion, security, governance, and democratization with Informatica's Intelligent Data Management Cloud (IDMC) built on AWS. You'll learn how to modernize your data analytics and machine learning pipelines in the cloud to easily make data-driven decisions and share data across the organization. What you'll learn and how you can apply it Manage data with Informatica's Intelligent Data Management Cloud platform Address the needs of the data consumer, data producer, and data owner using IDMC Reference architecture for Informatica-enabled modern data platform (data lake and data mesh) on AWS This recording of a live event is for you because... You're a data engineer, data architect, data manager, analytics architect, data governance specialist, data warehouse architect, or information architect. You work with data management tools. Recommended follow-up: Watch Getting Started with Informatica (on-demand course) Read Learning Informatica PowerCenter 10.x, second edition (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed March 20, 2023)
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  • 73
    Online Resource
    Online Resource
    [Sebastopol, California] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (55 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: O'Reilly Book Club
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Object-oriented programming languages ; Programming languages (Electronic computers) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Luciano Ramalho, author of Fluent Python. Learn tricks of the trade, listen to stories, and connect with other fans. What you'll learn and how you can apply it Learn how to write effective, modern Python 3 code by leveraging its best ideas Discover and apply idiomatic Python 3 features beyond your past experience Understand how to make your code shorter, faster, and more readable This recording of a live event is for you because... You want to go beyond the words on the page and hear from the expert. You want to learn from other Pythonistas about next-level Python tactics. Recommended follow-up: Read Fluent Python, second edition (book) Follow and explore Becoming Fluent in Python (expert playlist).
    Note: Online resource; title from title details screen (O’Reilly, viewed February 7, 2023)
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  • 74
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Neal Ford and Mary and Tom Poppendieck, authors of four books including the groundbreaking 2003 title Lean Software Development: An Agile Toolkit. You'll learn what they think the future of software will look like and discover why what's most meaningful to software development isn't the newest technologies but knowing what value is and what's most important to work on. You'll also hear their insights on how to get from where you are now to where you need to be in a safe, reliable, and scalable way. This is a chance for you to hear from Neal, Mary, and Tom about software, architecture, and their 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 Find out what the future of software may look like Discover why it's essential to consider the value of your software See what's coming next with software architecture This recording of a live event is for you because... You want the chance to hear from Neal Ford and Mary and Tom Poppendieck about software engineering and architecture and what the future may hold for the field. You're looking to enhance your skills and innovate in your organization. Recommended follow-up: Read Software Architecture: The Hard Parts (book) Read Lean Software Development: An Agile Toolkit (book) Read Implementing Lean Software Development: From Concept to Cash (book) Read Leading Lean Software Development: Results Are Not the Point (book) Take Software Architecture by Example (live online course with Neal Ford and Mark Richards) Watch Software Architecture Superstream: Software Architecture Trade-Offs (live event on January 18).
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2023)
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  • 75
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1/2
    Keywords: Software architecture ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation on software engineering with Neal Ford and Grady Booch, IBM’s chief scientist for software engineering and coauthor of the Unified Modeling Language. They’ll discuss what the future holds and how that future relies on software that has yet to be written. You’ll discover why the story of computing is the story of our own humanity and explore what it means to be human in the face of a technology that can amplify us, diminish us, and most certainly will coevolve with us. Neal and Grady also talk about software, architecture, and their 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.
    Note: Online resource; title from title details screen (O’Reilly, viewed January 24, 2023)
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  • 76
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 8 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by F5 and Orca Security Many organizations today find themselves in a hybrid or multicloud environment, whether they planned it or just stumbled into it. But juggling workloads across these complex architectures is an incredibly tricky business. From isolated silos to costly resource sprawl, the challenges are immense. The supercloud has arrived on the scene to help, providing a layer of abstraction on top and offering a consistent way to manage it all. However, there's a lot of mystery still swirling around about what the supercloud is exactly and how it works. Join our expert speakers as they shed light on the different approaches to managing combined or multiple private, public, and edge clouds. They'll demystify common terms and concepts, help you gain a better understanding of what these various cloud models look like in practice, and show you how to successfully plan for, deploy, monitor, and secure these complex cloud architectures of the future. What you'll learn and how you can apply itUnderstand the various cloud deployment models and the opportunities and challenges of combining different types of cloud services and infrastructure Learn how to prepare for the complexities of hybrid or multicloud systems and identify the best solutions for your business or professional needs This recording of a live event is for you because... You're a developer, architect, engineer, or decision maker working with complex cloud environments. You want to be able to manage or leverage multiple cloud services and stay up-to-date on the latest developments in cloud technologies. Recommended follow-up: Read Cloud Without Compromise (book) Read Hybrid and Multicloud Management (report) Watch Infrastructure & Ops Hour: Multicloud with Gregor Hohpe (video) Take Multicloud Strategy Choices and Trade-Offs (live online training with Rashmi Tambe and Sunit Parekh) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 20, 2023)
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  • 77
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Sam Newman and software development pro Kevlin Henney, who'll discuss software design things that practitioners keep forgetting about and why good design matters so much. They'll also explore the idea of using the oft-cited "right tool for the job" and explain why that's so difficult to determine when the very process of development is what reveals "the job." This is a chance for you to hear from Sam and Kevlin about software development, how to use the right tools for your work, and their own career journeys. They'll spend a few minutes covering the trends that are influencing software, 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 what really matters for software design See what's coming next for software development This recording of a live event is for you because... You want the chance to ask Sam Newman and Kevlin Henney your questions about software development. Recommended follow-up: Attend Software Development Superstream: Becoming a Senior Software Engineer (live event on February 22).
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2023)
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  • 78
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 25 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7
    Keywords: Database management ; Management information systems ; Information storage and retrieval systems ; Data warehousing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The ability to store, process, and manage data in the cloud efficiently and cost-effectively is a must for working with today's enormous datasets. Data lakes answered the problem of silos found in many data warehouses. And the data lakehouse emerged as a solution that combined the strengths of both models. But with the number of versatile data storage and management options available, it can be hard to figure out which solution is right for you. These expert-led sessions will give data engineers, software engineers, and solution architects insight into how to increase the scalability, speed, and availability of your data, along with best practices for best utilizing your data warehouse, data lake, or data lakehouse. About the Data Superstream Series: This Superstream series is designed to help your organization maximize the business impact of your data, and 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 Get an overview of the latest technologies for storing and managing your data Discover the benefits of implementing a data lakehouse for improved analytics and data science Understand how to perform robust analytics on a cloud data warehouse Find out how to test data quality at scale with Apache Iceberg Learn best practices for using a data mesh approach Explore how to democratize and leverage machine learning on a data lakehouse 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 storing, processing, and managing data. You want to improve the scalability, speed, and availability of your data. 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 The Cloud Data Lake (book) Read Data Management at Scale, second edition (book) Take Google BigQuery First Steps (live online training course with Joy Payton) Take Data Lakehouse Fundamentals (live online training course with Janani Ravi) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2023)
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  • 79
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 16 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Software architecture superstream
    DDC: 005.3
    Keywords: Software architecture ; Nonfiction films ; Internet videos
    Abstract: One of the most difficult tasks an architect will face is untangling the various forces and trade-offs at play in their architectures—and that’s particularly true for distributed systems. If an architect thinks they’ve discovered something that isn’t a trade-off, more likely they just haven’t identified what the trade-off is yet. After all, as the first law of software architecture states: Everything in software architecture is a trade-off. While the scope of software architecture is almost impossibly broad, unifying elements do exist. But to truly understand and evaluate the significance of trade-offs in architecture, developers need a working knowledge of basic concepts and terminology concerning components, modularity, coupling, and connascence. These expert-led sessions will level up your skills and help you work through the complexity and trade-offs in your own system.
    Note: Online resource; title from title details screen (O’Reilly, viewed January 24, 2023)
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  • 80
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: Third edition.
    DDC: 006.3/1
    Keywords: Machine learning ; Machine learning ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Aurélien Géron, author of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, to learn about the fundamentals of machine learning. You'll cover everything from working with real data to training and deploying models as you learn tricks of the trade, listen to stories, ask your questions, and connect with other readers. What you'll learn and how you can apply it Learn the concepts, tools, and techniques for doing end-to-end machine learning Explore the latest deep learning technologies, such as vision transformers, multimodal models, and more Find out how to update your machine learning systems for state-of-the-art performance This recording of a live event is for you because... You want to go beyond the words on the page and hear from the expert. You're a machine learning practitioner who wants to learn about the latest developments in the field, including updates to scikit-learn and Keras, large language models, and new generative learning tools such as diffusion models. Recommended follow-up: Read Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, third edition (book) Watch Natural Language Processing Using Transformer Architectures (video) Read TensorFlow 2 Pocket Reference (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 81
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: Second edition.
    DDC: 005.1
    Keywords: Computer software Development ; Object-oriented methods (Computer science) ; Software patterns ; Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Eric Freeman and Elisabeth Robson, authors of Head First Design Patterns, to learn how you can exploit the wisdom and experience of other developers who've traveled the same design-problem road and survived the trip. Eric and Elisabeth discuss the use and benefits of design patterns and tell you how to recognize places in your designs and existing applications where you can apply a myriad of tried-and-true solutions. With patterns, you get experience reuse instead of code reuse. What you'll learn and how you can apply it Learn how some problems have already been solved with design patterns Apply design patterns in your own code This recording of a live event is for you because... You're looking to discover how design patterns can streamline your work. You want to go beyond the words on the page and hear from the authors. You want to learn from other developers. Recommended follow-up: Read Head First Design Patterns, second edition (book) Attend Design Patterns Boot Camp (live online training with Eric Freeman and Elisabeth Robson).
    Note: Online resource; title from title details screen (O'Reilly, viewed April 11, 2023)
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  • 82
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Software engineering ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Sam Newman and tech leader Pat Kua, where they'll discuss why excellence in software engineering matters more today than ever--and why it's important to continually hone your craft. They'll also explore how engineering practices have evolved and what that implies for the future. This is a chance for you to hear from Sam and Pat about software development, how to use the right tools for your work, and their own career journeys. They'll spend a few minutes covering the trends that are influencing software, then tell you what you need to know to stay ahead of the curve. What you'll learn and how you can apply it Learn what really matters for software design Find out what's coming next for software development This recording of a live event is for you because... You want the chance to hear from Sam Newman and Pat Kua about software development. You want to keep up with the latest developments in engineering practice. Recommended follow-up: Read Building Evolutionary Architectures, second edition (book) Listen to The Manager's Path (audiobook) Read The Staff Engineer's Path (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 83
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 10 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Security Superstream
    DDC: 005.3
    Keywords: Application software Security measures ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Modern applications contain thousands of times more code than those of a decade ago. And they're highly connected and constantly updated, leaving them especially vulnerable to attack. So it's no surprise that an estimated 84% of security breaches happen at the application layer. Join experts in the field to learn the latest developments in application security. You'll get up to speed on techniques and best practices related to API security, the OWASP Top 10, bug bounty programs, and much more. What you'll learn and how you can apply it Understand the fundamentals of securing your organization's applications. Gain a deeper understanding of bug hunting, API security, OAuth, and security champion programs. Learn how to implement the best practices effectively. This recording of a live event is for you because... You're a security practitioner interested in application security. You're a developer who wants to improve the security posture of your work. You're an IT professional new to or looking to enter a security role. You want to get started with bug hunting. You want to become well-versed in the foundations and best practices of application security. Recommended follow-up: Read Web Application Security (book) Take Web Application Security Fundamentals (live course with Ming Chow) Take Hands-On Introduction to OAuth 2.0 (live course with Aaron Parecki) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 84
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1/6
    Keywords: Software refactoring ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Ideas like TDD, BDD and Continuous Delivery are great, but how do you introduce them to legacy systems? Practically, hands-on, how do you change legacy-code to make it testable? When Kent Beck wrote about TDD he introduced a profoundly valuable engineering practice to software development. In his book " Working Effectively with Legacy Code" Michael Feathers defines a legacy system as "a system without automated tests". So how can we take advantage of the benefits of TDD when our code is the wrong shape, when it was developed without automated tests? In this 3-part Video Course. Dave demonstrates his preferred "Four Steps to Refactoring, Approval Testing and De-cluttering", applies them to some very nasty code: making it testable and discovering some surprising things along the way. What you'll learn and how you can apply it How to change legacy-code safely, in small steps, to make it testable. Using Approval testing to ensure changes are safe. Understand a four-step process to guide refactoring in even complex code. This course is for you because... You're a programmer interested in learning how to refactor legacy code so that it is testable. You're looking to introduce TDD, BDD and Continuous Delivery to legacy systems. You want to become more proficient at working with legacy code and improving your code base. Prerequisites: Writing code in one language Basic software developer skills Some knowledge of TDD and testing is helpful.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 14, 2023)
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  • 85
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Web site development ; Application software Development ; Database management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Martin Kleppmann, author of Designing Data-Intensive Applications, to explore principles and best practices for developing distributed data systems. Learn tricks of the trade, listen to stories, and hear from other readers. What you'll learn and how you can apply it Make data systems scalable to support applications with a large user base Build applications that are reliable and operationally robust Develop systems that are easier to maintain and can adopt and grow with the changing technology landscape and requirements This recording of a live event is for you because... You want to go beyond the words on the page and hear from the author. You want to learn principles and best practices for designing distributed data systems. Recommended follow-up: Read Designing Data-Intensive Applications (book) Read Fundamentals of Data Engineering (book) Read Designing Distributed Systems (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 86
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    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (1 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Sam Newman and Gaurav Sen, founder and CEO of InterviewReady. They'll chat about system design and the system design interview, including how to prepare for the interview as a candidate and how to evaluate candidates correctly, as well as the competencies that are most important to test in an interview. You'll also hear what they think about the possibility of automated judges for system design interviews. This is a chance for you to hear from Sam and Gaurav about software development, how to begin making the move from developer to architect, and their own career journeys. They'll spend a few minutes covering the trends that are influencing software 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 What really matters for system design See what's coming next for software development This recording of a live event is for you because... You're preparing for an interview and want advice from an expert. You want the chance to ask Sam Newman and Gaurav Sen your questions around software development and system design. Recommended follow-up: Watch System Design Fundamentals (on-demand course) Listen to Effective Software Testing (audiobook) Read Head First Software Architecture (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed August 14, 2023)
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  • 87
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 7 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.155
    Keywords: Financial risk management ; Machine learning ; Python (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Python programming knowledge is at the core of financial applications. Knowing Python and modeling will help you to tackle the challenging problems in finance. Besides, learning or improving the modeling skill in finance with Python can enhance your understanding and contribute tremendously to your skill set. Python is a powerful tool in modeling due to its simplicity and robust modeling capabilities. Python includes libraries for mathematical operations, optimization, visualization, manipulation, and so on. Combining these wide range of applications with a user-friendly Python environment, there has been a consensus to say that Python is quite handy in financial modeling. In this video course, modern financial issues will be tackled with step-by-step explanations via Python. To do that, the course is divided into three modules. In the first module, after a brief introduction to Python with functions, iterations, and conditions, the main financial concepts will be discussed. What you'll learn and how you can apply it How to write script for the main functions of Python. What the main financial tools in financial modeling are (as well as Regression, APIs, and required Python libraries). How to tackle main Financial problems with Python. How to interpret the empirical results of the financial model and how to make sense of them. This course is for you because... You're a financial analyst or decision maker in your current role. You want to improve your finance knowledge. You're familiar with Python and specifically want to learn how to adapt Python to Finance while increasing your Python skills. Knowing financial modeling takes you to a whole new level in your career. Prerequisites: Beginner level Python Beginner level of finance knowledge.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 14, 2023)
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  • 88
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 38 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: C++ (Computer program language) ; C++ (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Templates have proven to be one of the most powerful, but also one of the most challenging C++ features, particularly for C++ beginners. For instance, templates, often referred to as a Turing-complete language in the language, provide the means to do compile-time computations, but of course due to that, also introduce a significant complexity. This course gives an introduction to function templates, class templates, and variadic templates. It covers the syntax, implementation details, instantiation, full and partial specialization and will allow you to use templates to write more efficient, flexible, and maintainable software. What you'll learn and how you can apply it Why C++ templates are considered a powerful feature. When to use templates and when to not use them. How to write and use templates for maximum benefit. This course is for you because... You want to become a professional C++ developer. You want to use one of the most important and powerful C++ features. You want to read and understand C++ code using templates. Prerequisites: Some basic C++ experience, such as the knowledge about regular functions and regular classes.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 06, 2023)
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  • 89
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 hr., 42 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.312
    Keywords: Data mining Mathematics ; Mathematics ; Machine learning Mathematics ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: With the availability of data, there is a growing demand for talent who can analyze and make sense of it. This makes practical math all the more important because it helps infer insights from data. However, mathematics comprises many topics, and it is hard to identify which ones are applicable and relevant for a data science career. Knowing these essential math topics is key to integrating knowledge across data science, statistics, and machine learning. In this course, learners will delve into a carefully curated list of mathematical topics to jumpstart proficiency in areas of mathematics that they will be able to apply immediately. They will grasp the fundamentals of probability, statistics, hypothesis testing, linear algebra, linear regression, classification models, and practical calculus. Along the way they will integrate this knowledge into practical applications for real-world problems. What you'll learn and how you can apply it Gain a fundamental grasp of calculus, linear algebra, probability, statistics, and supervised machine learning. Apply mathematical fundamental principles in Python using standard mathematical libraries like NumPy and SymPy. Integrate multiple applied mathematical disciplines like linear algebra and calculus to perform tasks like gradient descent. This course is for you because... You're a budding data science professional who wants to build foundational knowledge in essential math concepts and how they apply to probability, statistics, and machine learning. You're a programmer using data science and machine learning libraries and want to understand the math and probability principles behind them. You're managing a data science team and want to have a fundamental understanding of techniques used on the field. Prerequisites: Beginner knowledge of Python (if-then conditionals, for loops, lists and other collections).
    Note: Online resource; title from title details screen (O'Reilly, viewed September 19, 2023)
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  • 90
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 37 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Database management ; Big data ; Data mining ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by Redpanda Millions (if not billions) of touch points from customers, systems, and processes enter the average business's data stream every day. Farther down that stream, analysts, data scientists, and ML engineers take that data and use it to develop hypotheses, identify insights, feed learning models, and so much more. The job of the data engineer is to manage this lifecycle from initial generation through storage to ingestion, transformation, and finally serving the data, using tools like AWS, Azure, Google Cloud, Spark, Kafka, SQL, and many more. It's extremely important and no small feat. That's why data engineering is one of the fastest growing jobs--and why data engineers are employed by many of the most recognizable tech companies in the world, including IBM, Amazon, Microsoft, Apple, Google, and Facebook. Join experienced industry experts to learn how the data engineering lifecycle fits into the overall data lifecycle, explore the technologies you'll need to conquer along the path from generation to service, and better understand how to meet the needs of analysts, scientists, and ML engineers as well as the business stakeholders and customers driving decisions. What you'll learn and how you can apply it Discover how the data engineering lifecycle allows data professionals to design and build a robust architecture Standardize the process of ML model deployment and monitoring with MLOps Learn essential data preprocessing techniques crucial for harnessing the potential of LLMs This live course is for you because... You're a data engineer, ML engineer, or data scientist. You want to effectively approach the data lifecycle from ingestion to labeling to solving problems with machine learning. You want to learn more about prompt engineering and management to tame the inherent unpredictability of AI-generated outputs. Recommended follow-up: Read Fundamentals of Data Engineering (book) Read Designing Machine Learning Systems (book) Read Machine Learning Design Patterns (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed October 10, 2023)
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  • 91
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 5 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by Cockroach Labs With an eye to the future, many organizations have made the move to microservices as a means of decomposing monolithic legacy systems. But what does a distributed system mean for delivering data? Join us to discover how understanding the intersection of software architecture and data can help you achieve new levels of velocity, agility, reliability, and efficiency. From the application of patterns to your machine learning systems to the rise of the data mesh architecture; there are now proven methods to simplify getting your company's data directly into the end users hands to accelerate business growth. If you're looking for ways to manage data as a software architect or developer, these sessions will help you learn what's involved so you can chart a course toward a successful solution. What you'll learn and how you can apply it Understand how to architect decentralized data systems Learn how to apply domain-driven design to your data Discover which software architecture issues you should consider when adopting and designing systems based on the NoSQL and distributed SQL databases This live event recording is for you because... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to better understand how to solve the unique problems of integrating data into your architecture. Recommended follow-up: Listen to Software Architecture: The Hard Parts (audiobook) Read Building an Event-Driven Data Mesh (book) Read Data Mesh (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 92
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3
    Keywords: Artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join George Anadiotis and Dan Jeffries, former CIO at Stability AI, for a discussion on the current developments in the field of generative AI, open source AI research, and state-of-the-art AI models such as Stable Diffusion that are making waves in the field--and beyond. Hear about the applications that are being built with generative AI, the challenges and limitations of these powerful models, the impact they'll have in industries such as media, biotech, and software development, and more. What's New in AI gives you a chance to hear from leading minds in the field on topics such as generative AI, large language models, responsible AI, current regulations, and other developments as they appear. Host George Anadiotis, founder of Linked Data Orchestration, and members of O'Reilly's community of experts help you make sense of the bigger picture in AI and leverage emerging AI technologies to solve your organization's most challenging problems. What you'll learn and how you can apply it Understand the origins of and vision behind the generative AI renaissance and discover what's coming next Explore the Diffusion architecture and learn how to use it to create and customize generative AI models This recording of a live event is for you because... You want to understand the potential of generative AI as a tool for building innovative solutions and products for your organization. You're a data scientist, machine learning engineer, machine learning architect, leader, or practitioner who designs, develops, and deploys machine learning systems. You want to keep up-to-date on the latest developments and breakthroughs in the field of AI. Recommended follow-up: Read Hands-On Generative AI with Transformers and Diffusion Models ( early release book) Read "Autoencoders, GANs, and Diffusion Models" (chapter 17 in Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow) Read "Image and Text Generation" (chapter 12 in Practical Machine Learning for Computer Vision) Read "Text Generation" (chapter 5 in Natural Language Processing with Transformers) Read Generative Deep Learning, second edition (early release book).
    Note: Online resource; title from title details screen (O'Reilly, viewed April 11, 2023)
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  • 93
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (50 min.)) , sound, color.
    Edition: [First edition].
    DDC: 001.4/226
    Keywords: Tableau (Computer file) ; Information visualization Computer programs ; Visual analytics Data processing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: What you'll learn and how you can apply it Explore contemporary tools and techniques in data visualization for better business decision-making Learn best practices for data visualization and storytelling that you can apply to your work today Build data visualizations that provide actionable insights from complex sets of data Develop an interactive, functional dashboard for end users to use while incorporating the best visualization and graphic design principles This recording of a live event is for you because... You're a data advocate within your organization who wants to tell data's story through the creation of compelling data visualizations. You're an analyst or decision-maker who wants to hone your skills and learn new data visualization techniques and best practices. You're a business intelligence specialist for your company, and you want to practice your craft with a real-world challenge. Recommended follow-up: Read ColorWise (book) Read Fundamentals of Data Visualization (book) Read Tableau Strategies (book) Read Mastering Salesforce Reports and Dashboards (book) Read Practical Tableau (book) Read Hands-On Data Visualization (book) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 94
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 51 min.)) , sound, color.
    Edition: [First edition].
    Series Statement: Live courses
    DDC: 006.3/5
    Keywords: ChatGPT ; Natural language generation (Computer science) Computer programs ; Neural networks (Computer science) ; Artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by deepset Reaching a million users in less than a week, ChatGPT has ignited discussions about the potential of artificial intelligence to disrupt industries from law to academia, art to medicine. OpenAI and Google, Meta, and others are releasing large language models that are fueling innovations in the development of search engines, recommendation systems, and tools we use to generate content from text, images, and music to code and software. While the possibilities for new products and services built on these state-of-the-art AI systems are endless, business leaders and machine learning practitioners alike are searching for answers on how to get the most of these technologies for their work. Important questions are also emerging around the limitations and potential obstacles to integrating new large AI models such as ChatGPT into existing systems. Join our expert speakers to discuss these issues and learn how you can leverage ChatGPT and other large AI models to build new products, increase productivity, and more. What you'll learn and how you can apply it You're a current or future machine learning product owner or machine learning practitioner, or you're simply interested in the state of the art of artificial intelligence. You want to learn more about ChatGPT and other large AI models and how they will impact other technologies as well as nontechnological fields. This recording of a live event is for you because... Discover possibilities for ChatGPT and large language models Uncover pitfalls and avoid missteps as you integrate this new frontier in AI into organizations of all types Learn actionable suggestions on dealing with large datasets and data augmentation, various model architectures, domain adaptation, and inference challenges Recommended follow-up: Read Natural Language Processing with Transformers, revised edition (book) Follow ChatGPT (expert playlist) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 95
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    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Computer software Development ; Computer software ; Development ; Software architecture ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Neal Ford and Chris Richardson, an experienced software architect, creator of the original CloudFoundry.com, and the author of POJOs in Action and Microservices Patterns. They'll discuss the concerns that you must consider when deciding between monolithic and microservice architectural styles, then they'll dive into how well each architectural style resolves these forces and how to evaluate the relative importance to your application of each of these forces. What you'll learn and how you can apply it Understand how to decide between monolithic and microservice architectural styles See what's coming next with software architecture This recording of a live event is for you because... You want the chance to hear from Neal Ford and Chris Richardson about microservices and software architecture and what the future might look like. You're looking for ways to grow your own skills and to act as an innovator in your organization. Recommended follow-up: Read Microservices Patterns (book) Listen to Microservices Patterns (audiobook) Read Monolith to Microservices (book) Read Building Microservices, second edition (book) Attend Microservices in 3 Weeks (live event) Watch Software Architecture Superstream: Microservices (live Superstream event recording).
    Note: Online resource; title from title details screen (O'Reilly, viewed March 21, 2023)
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  • 96
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 29 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.2/2
    Keywords: Computer architecture ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Microservices--an approach to distributed systems that promotes the use of finely grained services that can be changed, deployed, and released independently--have reached a level of maturity within the software development ecosystem. (And tools and engineering practices have evolved in tandem to make distributed development easier.) Microservices work incredibly well for organizations that are moving toward more loosely coupled systems, with autonomous teams delivering user-facing functionality. Beyond this, microservices provide a huge number of options for building out systems, giving you the flexibility to ensure your system can change to meet the needs of your users. But while microservices simplify business logic, they bring increased complexity (even for experienced developers), in areas like networking, security, communication styles, team structure, and more. Join us for expert-led sessions that will demystify this complexity, covering the tools, patterns, techniques, engineering practices, and other pieces that will allow microservices development teams to rocket to the next level. What you'll learn and how you can apply it Understand how observability can help keep your microservices running smoothly Explore contract-driven development and learn how it can help you identify compatibility issues earlier in the development lifecycle Discover how Twitch moved from a monolith to microservices This recording of a live event is for you because... You're a software architect or developer working on or thinking about working on a microservices-style architecture and want to learn best practices for deploying microservices. You want to effectively leverage the benefits microservices bring. Recommended follow-up: Listen to Microservices Patterns (audiobook) or read the book Read Building Microservices, second edition (book) Watch The Principles of Microservices (video) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 97
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media, Inc.
    Language: English
    Pages: 1 online resource (1 video file (5 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 658.45
    Keywords: Business communication ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Because communication is at the root of all successful professional endeavors--from landing a job to negotiating a deal to managing conflict--professionals have always needed to be strong communicators. But in a world where both consumers and employees are saturated with information and technology, professionals now more than ever need to harness specific communication strategies for creating messages at work that cut through the clutter, resonate with audiences, and draw attention to key points. In this business communication course, Curtis Newbold covers the critical strategies for improving interpersonal and written communication. More specifically, Curtis walks learners through processes to become more emotionally intelligent and communication-aware professionals. This course will help viewers become better relationship-builders and stronger writers and speakers. After taking this course, professionals can expect to feel more confident in their abilities to share high-impact information through one-on-one interactions, direct email, and written interactions. Moreover, participants will be able to use communication strategies to better persuade stakeholders and employees to get on board and to take action. What you'll learn and how you can apply it: Recognize the role of communication in workplace efficiency, relationship-building, persuasion, negotiation, and leadership. Apply emotional intelligence to create self-awareness and positively influence others. Write with efficiency and clarity in emails, letters, and reports to establish credibility and motivate people to take action. Lead teams through effective conflict management, constructive feedback, and the integration of inclusive language and active listening. This video course is for you because... You're in or seek to advance toward team leader, management, or executive roles. You write, design, and distribute content meant to inform, persuade, and encourage action. You're seeking communication tactics that can be applied in day-to-day work.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 3, 2023)
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  • 98
    Language: English
    Pages: 1 online resource (1 video file (2 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6782
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Electronic data processing personnel ; Amazon Web Services (Firm) ; Cloud computing ; Electronic data processing personnel ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Sponsored by AWS It's no longer a question of whether your organization is moving to the cloud, but rather how fast you can move while ensuring security, visibility, control, and safety. If you're migrating to the cloud or already operating in the cloud, you want a secure and efficient way to manage and monitor your infrastructure and applications in the cloud, on premises, or in hybrid or multicloud environments. But operations management tools can be monolithic, siloed, and not natively integrated. Tired of building custom solutions and designing manual processes that hinder your cloud development as you operate your applications at scale? Join us for AWS Observe and Operate, a three-part series designed to showcase solutions for your observability and operations needs. In this first event of the AWS Observe and Operate Series, AWS experts show how you can implement and automate IT operations processes like incident, event, and change management with scalable, cloud native services. If you're already using ITSM tools like Jira Service Management or ServiceNow, you'll learn how to leverage and enhance those existing investments with bidirectional integration, allowing you to automate your ITSM processes and eliminate manual steps. You'll also learn how you can prevent and mitigate operational issues before they impact your customers by using AI-powered anomaly detection with built-in proactive and reactive processes to detect abnormal operating patterns. Lastly, you'll learn ways to optimize your resources and infrastructure to save your team headaches and to keep costs down. What you'll learn and how you can apply it Learn how you can operate and manage your applications securely at scale in AWS, hybrid, and multicloud environments with AWS Systems Manager Learn how you can leverage AIOps to identify the root causes of issues faster across complex workloads with Amazon DevOps Guru Gain the right amount of operational insight and learn best practices to optimize your resources and reduce operating costs This recording of a live event is for you because... You're a cloud engineer or architect responsible for managing and maintaining infrastructure and applications in your AWS, hybrid, or multicloud environment. You're responsible for monitoring systems and applications to ensure they run smoothly, while responding to and quickly resolving incidents to minimize downtime and prevent service disruptions. You want to improve uptime and reduce operating costs across your operations through automation. Prerequisites: Foundational knowledge of cloud or on-premises infrastructure and applications Recommended follow-up: Read AWS System Administration (book) Read Implementing MLOps in the Enterprise (book) Read Operating Continuously (book) Read Migrating to AWS: A Manager's Guide (book) Watch Automation in AWS with CloudFormation, CLI, and SDKs (on-demand course) Read The Definitive Guide to AWS Infrastructure Automation: Craft Infrastructure-as-Code Solutions (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 99
    Language: English
    Pages: 1 online resource (1 video file (55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning Development ; Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for this edition of O'Reilly Book Club with Chip Huyen, author of Designing Machine Learning Systems. You'll learn more about the complex and quickly evolving components of current machine learning systems and how best to ensure your systems are scalable, reliable, and taking advantage of the developing technologies in the field. Ask questions, learn tricks of the trade, listen to stories, and connect with other readers. What you'll learn and how you can apply it Discuss the challenges you're facing and discover opportunities for building machine learning systems for industry Learn tips for developing reliable, scalable, and adaptive machine learning systems for changing environments and business requirements This live course is for you because... You want to go beyond the words on the page and hear directly from the subject matter expert. You're a data scientist, data/machine learning engineer, machine learning architect, or software engineer who is building systems on top of AI models. Recommended follow-up: Read Designing Machine Learning Systems (book) Read Machine Learning Interviews (early release book) Read Machine Learning Design Patterns (book) Watch Designing Machine Learning Systems (Superstream video) Follow AI Superstream: Designing Machine Learning Systems (expert playlist) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 05, 2023)
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  • 100
    Language: English
    Pages: 1 online resource (1 video file (58 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Software architecture ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Join us for a special conversation with Neal Ford and Thoughtworks tech principal Andrew Harmel-Law about how the definition of an "effective" software architect is changing in response to the rise of modern decoupled systems. Architects, and traditional architectural approaches, must evolve to meet the challenges of increasingly autonomous, independent, and self-managing development teams. You can avoid creating the bottleneck for architecture decisions when you're working with all those teams. Andrew will outline the architecture advice process, which enables anyone working in a system to make an architecture decision--but only after talking to the people who have expertise as well as the people who'll be impacted by the decision. This is a chance for you to hear from Neal and Andrew about software, architecture, and their 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 How to craft technical strategy and make sure it's aligned to business needs See what's coming next with software architecture This recording of a live event is for you because... You want the chance to hear from Neal Ford and Andrew Harmel-Law about software design, extreme programming, and what the future might look like. You are currently looking for ways to grow your own skills and to act as an innovator in your organization. Recommended follow-up: Read Software Architecture: The Hard Parts (book) Listen to The Software Architect Elevator (audiobook) Read Building Evolutionary Architectures, second edition (book) Read Software Architecture Metrics (book).
    Note: Online resource; title from title details screen (O'Reilly, viewed August 3, 2023)
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