Subtitled "Artificial Intelligence Solutions Using Microsoft Cognitive Services and TensorFlow", this book aims to make deep learning and machine learning accessible to everyday developers, by providing a combination of tools such as cognitive services APIs, machine learning platforms, and libraries.Adnan Masood and Adnan Hashmi cover the business case for machine learning and deep learning, with coverage of topics such as digital assistants, computer vision, text analytics, speech, and robotics process automation. The book focuses on Microsoft Cognitive Services, with recipes using multiple environments including TensowFlow and CNTK.

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This hands-on guide shows how to build high-quality cross-platform mobile and web apps. Author Nader Dabit jumps right into building a complete app with the help of clear, easy-to-follow instructions before moving on to more-advanced topics like styling, APIs, animations, and data architecture. The book also shows how to maximize code reuse without sacrificing native platform look-and-feel. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats.

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This book provides a hands-on, readable guide to applying machine learning to real-world problems. Aimed at both experienced R users and developers new to the language, author Brett Lantz covers the topics needed to uncover key insights, make new predictions, and visualize data findings. This new 3rd edition updates the classic R data science book with newer and better libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning.

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This book is designed as an introduction to the field of 3D printing. It includes an overview of 3D printing technology in industry, education, and Do-It-Yourself. Author Stephanie Torta also takes a detailed look at the common 3D printers, materials, and software. Using full-color images throughout, the book shows how to set up printers and perform calibration tasks, including descriptions of printing methods, best practices, pitfalls to avoid, and how to finish a completed project.

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With a subtitle of "How to Build Applied Machine Learning Solutions from Unlabeled Data", this book shows how unsupervised learning can be applied to unlabeled datasets to discover meaningful patterns buried deep in the data, patterns that may be near impossible for humans to uncover. Author Ankur Patel provides practical knowledge on how to apply unsupervised learning using two simple, production-ready Python frameworks - scikit-learn and TensorFlow - using Keras with hands-on examples and code. He shows how to identify difficult-to-find patterns in data, detect anomalies, perform automatic feature engineering and selection, and generate synthetic datasets.

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This book shows how to build and code your own robot projects with just the Raspberry Pi microcomputer and a few easy-to-get components . Author Matt Timmons-Brown starts with instructions on building a two-wheeled robot powered by a Raspberry Pi minicomputer and then shows how to program it using Python. The book also shows how to improve your robot by adding increasingly advanced functionality until it can follow lines, avoid obstacles, and even recognize objects of a certain size and color using computer vision.

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This book shows how to code all the essential SQL statements for working with a MySQL database. Beyond that, author Joel Murach shows how to work with classic MySQL features such as summary queries, subqueries, functions, views, transactions, stored procedures, triggers, and security. He also covers newer MySQL features such as window functions, Common Table Expressions (CTE), and roles for database security.

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This book aims to help professionals keep up with the evolving technological advances in the game industry and equips students with up-to-date infortmation they need to jumpstart their careers. In this revised and updated Third Edition, authors Ian Millington and John Funge include new techniques, algorithms, data structures and representations needed to create powerful AI in games. The companion website includes downloadable and executable source code that will be regularly updated by the authors.

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This book shows how WebAssembly's stack machine architecture works, how to install low-level wasm tools, and illustrates the dark art of writing raw wast code. Author Kevin Hoffman.builds on that foundation and shows how to compile WebAssembly modules from Rust, and how to create wasm modules in Rust to interoperate with JavaScript. The book also shows how to work with non-web hosts, and has examples ranging from an app running on a Raspberry Pi that controls a lighting system, to a fully-functioning online multiplayer game engine where developers upload their own arena-bound WebAssembly combat modules.

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This revised 4th edition of a best selling book includes coverage of the new features added to the language in C# 5, 6, and 7. Well-known writer on C# Jon Skeet explains features of C# including asynchronous functions, expression-bodied members, interpolated strings, and tuples. The book also introduces expression-bodied members, interpolated strings, and pattern matching, with real-world examples to drive it all home.

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This book shows how to use the React framework to build dynamic JavaScript applications that take advantage of the capabilities of modern browsers and devices. Author Adam Freeman shows how to get the most from React, beginning with the React architecture and the benefits it offers and moving on to how to use React and its associated tools and libraries.The book shows how React brings the power of strong architecture and responsive data to the client, providing the foundation for complex and rich user interfaces.

<ASIN:1484244508>

This book shows developers and operations staff how to apply industry-standard DevOps practices to Kubernetes in a cloud-native context. It covers the Kubernetes ecosystem and solutions to everyday problems. In this friendly, pragmatic book, authors John Arundel and Justin Domingus show what Kubernetes can do—and what you can do with it.The book develops, step by step, an example cloud-native application and its supporting infrastructure, along with a development environment and continuous deployment pipeline that you can use for your own applications.

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