Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde (Google Developer Expert in machine learning and the web) provides a hands-on end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers.

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found ...

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embed...

Classroom-tested by generations of students, this new edition of the popular intro to programming book is for anyone who wants to understand computer science.Learn about design, algorithms, testing, and debugging. Discover the fundamentals of programming with Python: a language that's used across industries and platforms. Write programs to solve real-world problems, and come away with everything you need to produce quality code. This edition has been updated to use...

A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code.You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how.Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language proce...

Get to grips with coding in C\# and build simple 3D games with Unity from the ground up with this updated fifth edition of the bestselling guideKey FeaturesUnderstand C\# programming basics, terminology, and coding best practicesPut your knowledge of C\# concepts into practice by building a fun and playable gameCome away with a clear direction for taking your C\# programming and Unity game development skills to the next levelBook ...

A hands-on guide with a minimalist and flexible approach that enables quick learning and rapid delivery of cloud-ready enterprise applications with Angular 6Key FeaturesExplore tools and techniques to push your web app to the next levelMaster Angular app design and architectural considerationsLearn continuous integration and deploy your app on a highly available cloud infrastructure in AWSBook DescriptionAngular 6 for Enterpr...

Understand the fundamentals of C\# programming and get started with coding from ground up in an engaging and practical mannerKey FeaturesBuild 3D games step-by-step while learning essential C\# programming concepts and real-world coding skillsCreate interactive mechanics, animations, and AI behaviors using Unity's tools and scripting featuresDevelop a strong programming foundation by understanding how code structures power gameplay and game log...

Become a machine learning pro!Google TensorFlow has become the darling of financial firms and research organizations, but the technology can be intimidating and the learning curve is steep. Luckily, TensorFlow For Dummies is here to offer you a friendly, easy-to-follow book on the subject. Inside, you’ll find out how to write applications with TensorFlow, while also grasping the concepts underlying machine learning—all without ever losing your cool!

Build neural network models in text, vision and advanced analytics using PyTorchKey FeaturesLearn PyTorch for implementing cutting-edge deep learning algorithms.Train your neural networks for higher speed and flexibility and learn how to implement them in various scenarios;Cover various advanced neural network architecture such as ResNet, Inception, DenseNet and more with practical examples;Book DescriptionDeep learning power...

Smooth, powerful, and small, Elixir is an excellent language for learning functional programming, and with this hands-on introduction, you’ll discover just how powerful Elixir can be. Authors Simon St. Laurent and J. David Eisenberg show you how Elixir combines the robust functional programming of Erlang with an approach that looks more like Ruby, and includes powerful macro features for metaprogramming.Updated to cover Elixir 1.4, the second edition of this practical book helps yo...

Publisher\\'s Note: This edition from 2018 is outdated and not compatible with any of the most recent updates to Python libraries. A new third edition, updated for 2020 with six new chapters that include multi-agent methods, discrete optimization, RL in robotics, and advanced exploration techniques is now available.Key FeaturesExplore deep reinforcement learning (RL), from the first principles to the latest algorithmsEvaluate high-profile RL methods, in...