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Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data....

Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
Knowledge-Free and Learning-Based Methods in Intelligent Game Playing

The book is focused on the developments and prospective challenging problems in the area of mind game playing (i.e. playing games that require mental skills) using Computational Intelligence (CI) methods, mainly neural networks, genetic/evolutionary programming and reinforcement learning. The majority of discussed game playing ideas were...

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects...

Advanced Deep Learning with Keras: Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more
Advanced Deep Learning with Keras: Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more

A comprehensive guide to advanced deep learning techniques, including autoencoders, GANs, VAEs, and deep reinforcement learning that drive today's most impressive AI results

Key Features

  • Explore the most advanced deep learning techniques that drive modern AI results
  • ...
Beginning JavaScript and CSS Development with jQuery (Wrox Programmer to Programmer)
Beginning JavaScript and CSS Development with jQuery (Wrox Programmer to Programmer)
jQuery is a JavaScript library that helps web developers create JavaScript applications that work well in any browser. This book demonstrates how to use jQuery to reduce the amount of code you need to write and reduce the amount of testing that is required. Youll see how separation of presentation (CSS), markup (XHTML), and script (JavaScript and...
Machine Learning for Finance: Principles and practice for financial insiders
Machine Learning for Finance: Principles and practice for financial insiders

A guide to advances in machine learning for financial professionals, with working Python code

Key Features

  • Explore advances in machine learning and how to put them to work in financial industries
  • Clear explanation and expert discussion of how machine learning works, with...
Computability and Complexity Theory (Texts in Computer Science)
Computability and Complexity Theory (Texts in Computer Science)

This revised and extensively expanded edition of Computability and Complexity Theory comprises essential materials that are core knowledge in the theory of computation. The book is self-contained, with a preliminary chapter describing key mathematical concepts and notations.  Subsequent chapters move from the qualitative aspects of...

Mastering TensorFlow 1.x: Advanced machine learning and deep learning concepts using TensorFlow 1.x and Keras
Mastering TensorFlow 1.x: Advanced machine learning and deep learning concepts using TensorFlow 1.x and Keras

Build, scale, and deploy deep neural network models using the star libraries in Python

Key Features

  • Delve into advanced machine learning and deep learning use cases using Tensorflow and Keras
  • Build, deploy, and scale end-to-end deep neural network models in a production...
Cells and Robots: Modeling and Control of Large-Size Agent Populations (Springer Tracts in Advanced Robotics)
Cells and Robots: Modeling and Control of Large-Size Agent Populations (Springer Tracts in Advanced Robotics)
From the reviews:

"This interesting monograph is devoted to the study of multi-agent, populations of biological cells and robot teams. … The main objective of the approach is to provide solutions to the problem of how dynamics of an individual agent propagates to the population dynamics. … This original monograph has a wide...

Keyboarding and Word Processing, Complete Course, Lessons 1-120: Microsoft Word 2010: College Keyboarding
Keyboarding and Word Processing, Complete Course, Lessons 1-120: Microsoft Word 2010: College Keyboarding

College Keyboarding solutions have a track record of ensuring success, and they just keep getting better. You can rely on the new 18th edition to provide print and digital solutions for Microsoft Word 2010 that work for you. College Keyboarding 18e builds on its time-tested tradition to train, improve, and assess profi ciency in...

New Perspectives on HTML, XHTML, and XML (New Perspectives)
New Perspectives on HTML, XHTML, and XML (New Perspectives)

The New Perspectives Series’ critical-thinking, problem-solving approach is the ideal way to prepare students to transcend point-and-click skills and take advantage of all that the World Wide Web has to offer.

Our goal in developing the New Perspectives Series was to create books that give students the software concepts...

Microsoft Visual Basic 2010 for Windows, Web, and Office Applications: Complete (Shelly Cashman)
Microsoft Visual Basic 2010 for Windows, Web, and Office Applications: Complete (Shelly Cashman)

The Shelly Cashman Series® offers the finest textbooks in computer education. This Microsoft Visual Basic 2010 book utilizes an innovative step-by-step pedagogy, which integrates demonstrations of professional-quality programs with in-depth discussions of programming concepts and techniques and opportunities for hands-on practice...

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