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An Introduction to Neural Networks
An Introduction to Neural Networks
Covers: artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps.

This book grew out of a set of course notes for a neural networks module given as part of a
...
UML for Systems Engineering: watching the wheels, 2nd Edition (IEE Professional Applications of Computing)
UML for Systems Engineering: watching the wheels, 2nd Edition (IEE Professional Applications of Computing)

Up until a few years ago there were over 150 different modelling languages available to software developers. This vast array of choice however, only served to severely hinder effective communication. Therefore, to combat this, every methodologist and many companies agreed to speak the same language, hence the birth of the unified modelling...

Hands-On TypeScript for C# and .NET Core Developers: Transition from C# to TypeScript 3.1 and build applications with ASP.NET Core 2
Hands-On TypeScript for C# and .NET Core Developers: Transition from C# to TypeScript 3.1 and build applications with ASP.NET Core 2

Discover how TypeScript allows you to build modern client-rich applications, thanks to its object-oriented capabilities and third-party tools like Angular and Web APIs

Key Features

  • Make a seamless transition to using TypeScript 3.1 in your development stack
  • Work with...
Learn Python the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code
Learn Python the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code

You Will Learn Python!

 

Zed Shaw has perfected the world's best system for learning Python. Follow it and you will succeed-just like the hundreds of thousands of beginners Zed has taught to date! You bring the discipline,...

Making Sense of the Social World: Methods of Investigation
Making Sense of the Social World: Methods of Investigation

Congratulations to Daniel F. Chambliss, winner of the ASA Distinguished Contribution to Teaching Prize for 2018.

The new Sixth Edition of Making Sense of the Social World continues to be an unusually accessible and student-friendly introduction to the variety of social research...

Modern API Design with ASP.NET Core 2: Building Cross-Platform Back-End Systems
Modern API Design with ASP.NET Core 2: Building Cross-Platform Back-End Systems
Use ASP.NET Core 2 to create durable and cross-platform web APIs through a series of applied, practical scenarios. Examples in this book help you build APIs that are fast and scalable. You’ll progress from the basics of the framework through to solving the complex problems encountered in implementing secure RESTful services....
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Batman and Ethics
Batman and Ethics

Batman has been one of the world’s most beloved superheroes since his first appearance in Detective Comics #27 in 1939. Clad in his dark cowl and cape, he has captured the imagination of millions with his single-minded mission to create a better world for the people of Gotham City by fighting crime, making use of expert...

Artificial Intelligence: A New Synthesis (The Morgan Kaufmann Series in Artificial Intelligence)
Artificial Intelligence: A New Synthesis (The Morgan Kaufmann Series in Artificial Intelligence)

Intelligent agents are employed as the central characters in this new introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and...

Intelligent Projects Using Python: 9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras
Intelligent Projects Using Python: 9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras

Implement machine learning and deep learning methodologies to build smart, cognitive AI projects using Python

Key Features

  • A go-to guide to help you master AI algorithms and concepts
  • 8 real-world projects tackling different challenges in healthcare, e-commerce, and...
Game Coding Complete
Game Coding Complete
Expertly presents, from start to finish, the process of programming commercially viable computer games! This is the kind of book that you won't let out of our sight. From page one, Mike McShaffry, a leading programmer for Origin Systems (Makers of Wing Commander and the Ultima series) and Microsoft (Bicycle Casino), shows you how to create and code...
Applying UML and Patterns: An Introduction to Object-Oriented Analysis and Design and Iterative Development, Third Edition
Applying UML and Patterns: An Introduction to Object-Oriented Analysis and Design and Iterative Development, Third Edition

Applying UML and Patterns is the world's #1 business and college introduction to "thinking in objects"and using that insight in real-world object-oriented analysis and design. Building on two widely acclaimed previous editions, Craig Larman has updated this book to fully reflect the new...

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