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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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Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on...
Deep Learning with R
Deep Learning with R

Deep Learning with R introduces deep learning and neural networks using the R programming language. The book builds on the understanding of the theoretical and mathematical constructs and enables the reader to create applications on computer vision, natural language processing and transfer learning.  

The book...

Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib

Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute...

Learning and Intelligent Optimization: 12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers (Lecture Notes in Computer Science, 11353)
Learning and Intelligent Optimization: 12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers (Lecture Notes in Computer Science, 11353)

This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018.
The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 submissions. The papers
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Trustworthy Compilers (Quantitative Software Engineering Series)
Trustworthy Compilers (Quantitative Software Engineering Series)

The Most Complete, Real-World Guide to Compiler

Development—and the Principles of Trustworthy Compilers

Drawing on the author's over thirty years of expertise in compiler development, research, and instruction, Trustworthy Compilers introduces and analyzes the concept of trustworthy compilers and the principles...

Pro SharePoint 2013 Branding and Responsive Web Development (The Expert's Voice)
Pro SharePoint 2013 Branding and Responsive Web Development (The Expert's Voice)

Pro SharePoint 2013 Branding and Responsive Web Development is the definitive reference on the technologies, tools, and techniques needed for building responsive websites and applications with SharePoint 2013.  The book focuses on solutions that provide the best browser experience for the myriad of devices,...

Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras

Dive deeper into neural networks and get your models trained, optimized with this quick reference guide

Key Features

  • A quick reference to all important deep learning concepts and their implementations
  • Essential tips, tricks, and hacks to train a variety of deep learning...
Exam 70-443 and 70-450 Microsoft SQL Server Database Design and Optimization
Exam 70-443 and 70-450 Microsoft SQL Server Database Design and Optimization
Welcome to the Microsoft Official Academic Course (MOAC) program for Microsoft SQL Server Database Design and Optimization. MOAC represents the collaboration between Microsoft Learning and John Wiley & Sons, Inc. publishing company. Microsoft and Wiley teamed up to produce a series of textbooks that deliver compelling and...
Macromedia ColdFusion MX 7 Certified Developer Study Guide
Macromedia ColdFusion MX 7 Certified Developer Study Guide

With an estimated base of more than 300,000 users, there are an awful lot of ColdFusion developers out there. The cream of the crop, however, are those with Macromedia certification. To get that, you must pass the Certified ColdFusion Developer exam: This comprehensive study guide ensures that you do! In these pages, veteran...

Microsoft Excel 2013 Data Analysis and Business Modeling
Microsoft Excel 2013 Data Analysis and Business Modeling

Master business modeling and analysis techniques with Microsoft Excel 2013, and transform data into bottom-line results. Written by award-winning educator Wayne Winston, this hands-on, scenario-focused guide shows you how to use the latest Excel tools to integrate data from multiple tables—and how to effectively build a relational data...

Optimized C++: Proven Techniques for Heightened Performance
Optimized C++: Proven Techniques for Heightened Performance

In today’s fast and competitive world, a program’s performance is just as important to customers as the features it provides. This practical guide teaches developers performance-tuning principles that enable optimization in C++. You’ll learn how to make code that already embodies best practices of C++ design run...

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