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Generative Adversarial Networks Projects: Build next-generation generative models using TensorFlow and Keras
Generative Adversarial Networks Projects: Build next-generation generative models using TensorFlow and Keras

Explore various Generative Adversarial Network architectures using the Python ecosystem

Key Features

  • Use different datasets to build advanced projects in the Generative Adversarial Network domain
  • Implement projects ranging from generating 3D shapes to a face aging...
Mastering Predictive Analytics with scikit-learn and TensorFlow: Implement machine learning techniques to build advanced predictive models using Python
Mastering Predictive Analytics with scikit-learn and TensorFlow: Implement machine learning techniques to build advanced predictive models using Python

Learn advanced techniques to improve the performance and quality of your predictive models

Key Features

  • Use ensemble methods to improve the performance of predictive analytics models
  • Implement feature selection, dimensionality reduction, and cross-validation...
The Quick Python Book
The Quick Python Book

The Quick Python Book, Second Edition, is a clear, concise introduction to Python 3, aimed at programmers new to Python. This updated edition includes all the changes in Python 3, itself a significant shift from earlier versions of Python.

The book begins with basic but useful programs that teach the core features of syntax,...

Discrete Fourier Analysis and Wavelets: Applications to Signal and Image Processing
Discrete Fourier Analysis and Wavelets: Applications to Signal and Image Processing

A thorough guide to the classical and contemporary mathematical methods of modern signal and image processing

Discrete Fourier Analysis and Wavelets presents a thorough introduction to the mathematical foundations of signal and image processing. Key concepts and applications are addressed in a thought-provoking...

The C++ Standard Library: A Tutorial and Reference (2nd Edition)
The C++ Standard Library: A Tutorial and Reference (2nd Edition)

The Best-Selling C++ Resource

Now Updated for C++11

 

The C++ standard library provides a set of common classes and interfaces that greatly extend the core C++ language. The library, however, is not self-explanatory. To make full...

The Linux Command Line: A Complete Introduction
The Linux Command Line: A Complete Introduction

You've experienced the shiny, point-and-click surface of your Linux computer—now dive below and explore its depths with the power of the command line.

The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell. Along the way...

Managing Infrastructure with Puppet
Managing Infrastructure with Puppet

This book is for anyone using or considering Puppet as a systems automation tool. Readers of this book should be familiar with Linux systems administration and basic Ruby. I’ll cover the basics of using Puppet manifests for configuration management and techniques for executing and managing those configurations with...

Reactive Systems: Modelling, Specification and Verification
Reactive Systems: Modelling, Specification and Verification
Formal methods is the term used to describe the specification and verification of software and software systems using mathematical logic. Various methodologies have been developed and incorporated into software tools. An important subclass is distributed systems. There are many books that look at particular methodologies for such systems, e.g. CSP,...
C++ All-In-One Desk Reference For Dummies
C++ All-In-One Desk Reference For Dummies
Here’s the easy way to learn how to use C++

C++, developed by Bjarne Stroustrup at Bell Labs, is one of the most widely used programming languages, with close to four million C++ programmers and growing. C++’s popularity has earned it a spot as part of the Standard Library.

Fully updated for the...

Software Evolution
Software Evolution
Software has become omnipresent and vital in our information-based society, so all software producers should assume responsibility for its reliability. While "reliable" originally assumed implementations that were effective and mainly error-free, additional issues like adaptability and maintainability have gained equal importance...
Introduction to Parallel Processing: Algorithms and Architectures (Series in Computer Science)
Introduction to Parallel Processing: Algorithms and Architectures (Series in Computer Science)
The field of digital computer architecture has grown explosively in the past two decades. Through a steady stream of experimental research, tool-building efforts, and theoretical studies, the design of an instruction-set architecture, once considered an art, has been transformed into one of the most quantitative branches of...
A Tour of C++ (C++ In-Depth Series)
A Tour of C++ (C++ In-Depth Series)

The C++11 standard allows programmers to express ideas more clearly, simply, and directly, and to write faster, more efficient code. Bjarne Stroustrup, the designer and original implementer of C++, thoroughly covers the details of this language and its use in his definitive reference, The C++ Programming Language,...

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