“…Techniques for leveraging Internet APIs to acquire data, avoiding large data movements when working with data from disparate sources, and leveraging DS2â€TMs new data types for full-precision numeric calculations are presented, with examples of why these techniques are essential for the modern data wrangler. …”

“…With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and take application performance to a whole new level Key Features Explore scikit-learn uniform API and its application into any type of model Understand the difference between supervised and unsupervised models Learn the usage of machine learning through real-world examples Book Description As machine learning algorithms become popular, new tools that optimize these algorithms are also developed. …”

“…MVC 5, the latest version of MVC, adds sophisticated features such as single page applications, mobile optimization, and adaptive rendering A team of top Microsoft MVP experts, along with visionaries in the field, provide practical advice on basic and advanced MVC topics Covers controllers, views, models, forms, data annotations, authorization and security, Ajax, routing, ASP.NET web API, dependency injection, unit testing, real-world application, and much more Professional ASP.NET MVC 5 is the comprehensive resource you need to make the best use of the updated Model-View-Controller technology…”

“…You will learn how the Prophet works under the hood (that is, what are its modeling assumptions?) and the Prophet API (that is, how to write the code). This course is a practice-oriented course, demonstrating how to prepare your data for Prophet, fit a model, and use it to forecast, analyze the results, and evaluate the model's predictions. …”

“…It provides a high-level API for building and training machine learning models, including RNNs. …”

“…You will also understand advanced concepts such as event loops, setTimeout and setInterval, callbacks and callback hell, promises, async await, and Fetch API with examples. You will also be building real-world applications that will help you get accustomed to all the preceding concepts and learn to deploy the code onto GitHub and Netlify. …”

“…Next, you will build a serverless app with API requests. Throughout the course, you will learn how to set up routes, handle post requests, use middleware, authenticate usernames and passwords with Express and Passport, and use Handlebars for templating. …”

“…You'll start by building a REST API backed by DynamoDB, where you will implement CRUD operations and manage serverless permissions. …”

“…Starting with a fundamental concepts of agent-based systems, you'll set up your development environment with the OpenAI API, Python, and other essential tools. This foundation will prepare you for deeper explorations into agent functionalities and the architecture of AutoGen, equipping you with the knowledge needed to create robust, autonomous agents. …”

“…Begin by setting up your development environment and configuring tools like the OpenAI API. You'll explore fundamental concepts of knowledge graphs, their structure, and their critical role in data systems. …”

“…You'll start by setting up your development environment and configuring essential APIs, ensuring a solid technical foundation. Next, you'll dive into data preprocessing techniques, tackling challenges like content extraction, cleaning, and data normalization, making your data ready for advanced AI models. …”

“…Wrapping up, the course dives into network security and automation, including REST API security and orchestration tools, equipping you for the dynamic field of enterprise networking. …”

“…You'll delve into the essentials of CML2, exploring how to build and configure labs both through the graphical user interface (GUI) and the API. Learn to access CML2 using Telnet and SSH for efficient management. …”

“…This allows for agents capable of perceiving their environment, making decisions, and taking actions such as querying APIs or databases to achieve specific goals related to data processing and analysis tasks. …”

“…As is the ability for practitioners to automatically monitor and feed websites using Application Programming Interfaces (APIs). The book also considers computer games as a form of communication, and the evolving application of games supported by AI. …”

“…Throughout this Networking Talk you will be introduced to concepts such as controller specific hardening, device hardening, network services, application and APIs, management and provisioning, communication channels, agent security services, and agent threat management. …”

“…Step by step, you'll learn how to build message dialogs, manage conversations, interact with framework APIs, and incorporate powerful natural language processing with Microsoft's advanced Language Understanding Intelligent Service (LUIS). …”

“…With this book, you will: Understand the basics of regular expressions through a concise tutorial Use regular expressions effectively in several programming and scripting languages Learn how to validate and format input Manage words, lines, special characters, and numerical values Find solutions for using regular expressions in URLs, paths, markup, and data exchange Learn the nuances of more advanced regex features Understand how regular expressions' APIs, syntax, and behavior differ from language to language Write better regular expressions for custom needs Whether you're a novice or an experienced user, Regular Expressions Cookbook will help deepen your knowledge of this unique and irreplaceable tool. …”

“…This book explains how each type of extension works and describes the JavaScript application programming interface (API) functions that Flash calls to implement the extension. …”

“…This indispensable guide includes Coverage of using lambda expressions (closures) to write computation “snippets” that can be passed to utility functions The brand-new streams API that makes Java collections far more flexible and efficient Major updates to concurrent programming that make use of lambda expressions (filter/map/reduce) and that provide dramatic performance improvements for shared counters and hash tables A full chapter with advice on how you can put lambda expressions to work in your own programs Coverage of the long-awaited introduction of a well-designed date/time/calendar library (JSR 310) A concise introduction to JavaFX, which is positioned to replace Swing GUIs, and to the Nashorn Javascript engine A thorough discussion of many small library changes that make Java programming more productive and enjoyable This is the first title to cover all of these highly anticipated improvements and is invaluable for anyone who wants to write tomorrow’s most robust, efficient, and secure Java code…”