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Grokking Deep Learning
Grokking Deep Learning
Summary

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

Purchase of the print book
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An Introduction to Numerical Analysis for Electrical and Computer Engineers
An Introduction to Numerical Analysis for Electrical and Computer Engineers
An engineer’s guide to numerical analysis

To properly function in today’s work environment, engineers require a working familiarity with numerical analysis. This book provides that necessary background, striking a balance between analytical rigor and an applied approach focusing on methods particular to the solving of engineering...

R Deep Learning Essentials
R Deep Learning Essentials

Key Features

  • Harness the ability to build algorithms for unsupervised data using deep learning concepts with R
  • Master the common problems faced such as overfitting of data, anomalous datasets, image recognition, and performance tuning while building the models
  • Build models relating to neural...
Introduction to the Mathematical and Statistical Foundations of Econometrics (Themes in Modern Econometrics)
Introduction to the Mathematical and Statistical Foundations of Econometrics (Themes in Modern Econometrics)

This book is intended for use in a rigorous introductory PhD level course in econometrics, or in a field course in econometric theory. It covers the measure-theoretical foundation of probability theory, the multivariate normal distribution with its application to classical linear regression analysis, various laws of large numbers, central limit...

TCP/IP Essentials: A Lab-Based Approach
TCP/IP Essentials: A Lab-Based Approach
The TCP/IP family of protocols has become the de facto standard in the world of networking. Found in virtually all computer communication systems, they form the basis of today's Internet. Including a series of carefully designed laboratory experiments that span the various elements of protocol definition and behavior, this book is a hands-on guide...
Introduction to Software Testing
Introduction to Software Testing

Extensively class tested, this text takes an innovative approach to explaining the process of software testing: it defines testing as the process of applying a few well-defined, general-purpose test criteria to a structure or model of the software. The structure of the text directly reflects the pedagogical approach and incorporates the latest...

Uncertainty Management with Fuzzy and Rough Sets: Recent Advances and Applications (Studies in Fuzziness and Soft Computing, 377)
Uncertainty Management with Fuzzy and Rough Sets: Recent Advances and Applications (Studies in Fuzziness and Soft Computing, 377)

This book offers a timely overview of fuzzy and rough set theories and methods. Based on selected contributions presented at the International Symposium on Fuzzy and Rough Sets, ISFUROS 2017, held in Varadero, Cuba, on October 24-26, 2017, the book also covers related approaches, such as hybrid rough-fuzzy sets and hybrid fuzzy-rough...

Professional Java User Interfaces
Professional Java User Interfaces
This book covers the full development life cycle for professional GUI design in Java, from cost estimation and design to coding and testing.
  • Focuses on building high quality industrial strength software in Java
  • Ready-to-use source code is given throughout the text based on industrial-strength projects undertaken by...
Essentials of Research Design and Methodology (Essentials of Behavioral  Science)
Essentials of Research Design and Methodology (Essentials of Behavioral Science)
Master the essential skills for designing and conducting a successful research project

Essentials of Research Design and Methodology contains practical information on how to design and conduct scientific research in the behavioral and social sciences. This accessible guide covers basic to advanced concepts in a clear, concrete, and readable...

The Art of Error Correcting Coding
The Art of Error Correcting Coding
Building on the success of the first edition, which offered a practical introductory approach to the techniques of error concealment, this book, now fully revised and updated, provides a comprehensive treatment of the subject and includes a wealth of additional features. The Art of Error Correcting Coding, Second Edition explores...
QoS and QoE Management in UMTS Cellular Systems
QoS and QoE Management in UMTS Cellular Systems
This comprehensive volume provides state-of-the art guidance on Quality of Service (QoS) and Quality of end-user Experience (QoE) management in UMTS cellular systems, tackling planning, provisioning, monitoring and optimisation issues in a single accessible resource. In addition, a detailed discussion is provided on service applications, QoS...
Software Testing and Analysis: Process, Principles and Techniques
Software Testing and Analysis: Process, Principles and Techniques
The first comprehensive book on software test and analysis

You can't “test quality into” a software product, but neither can you build a quality software product without test and analysis.  Software test and analysis is increasingly recognized, in research and in industrial practice, as a core challenge in...

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