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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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Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques

This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips...

Data Professionals at Work
Data Professionals at Work
Enjoy reading interviews with more than two dozen data professionals to see a picture of what it’s like to work in the industry managing and analyzing data, helping you to know what it takes to move from your current expertise into one of the fastest growing areas of technology today. Data is the hottest word of...
Text Mining: Applications and Theory
Text Mining: Applications and Theory

Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives.  The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine...

Python Recipes Handbook: A Problem-Solution Approach
Python Recipes Handbook: A Problem-Solution Approach

Learn the code to write algorithms, numerical computations, data analysis and much more using the Python language: look up and re-use the recipes for your own Python coding. This book is your handy code cookbook reference. Whether you're a maker, game developer, cloud computing programmer and more, this is a must-have reference for your...

Microsoft Business Intelligence Tools for Excel Analysts
Microsoft Business Intelligence Tools for Excel Analysts

Bridge the big data gap with Microsoft Business Intelligence Tools for Excel Analysts The distinction between departmental reporting done by business analysts with Excel and the enterprise reporting done by IT departments with SQL Server and SharePoint tools is more blurry now than ever before. With the introduction of robust new features...

Liferay 6.2 User Interface Development
Liferay 6.2 User Interface Development

Breathe new life into the look and responsiveness of your website with Liferay Portal. With this tutorial you'll learn everything you need to know about this versatile technology. Experience with Java would be a big help.

Overview

  • Create eye-catching themes, develop responsive layouts, and write...
Organizational Data Mining: Leveraging Enterprise Data Resources for Optimal Performance
Organizational Data Mining: Leveraging Enterprise Data Resources for Optimal Performance

The adage “knowledge is power” is widely accepted in corporate circles and tremendous amounts of data have and are being accumulated towards the goal of acquiring more knowledge. But corporations are increasingly realizing that there is a wide gap between “data” and “knowledge.” Data warehousing and data...

Visual Data Mining: Theory, Techniques and Tools for Visual Analytics (Lecture Notes in Computer Science)
Visual Data Mining: Theory, Techniques and Tools for Visual Analytics (Lecture Notes in Computer Science)
The importance of visual data mining, as a strong sub-discipline of data mining, had already been recognized in the beginning of the decade. In 2005 a panel of renowned individuals met to address the shortcomings and drawbacks of the current state of visual information processing. The need for a systematic and methodological development of visual...
Retail Analytics: The Secret Weapon
Retail Analytics: The Secret Weapon

The inside scoop on boosting sales through spot-on analytics

Retailers collect a huge amount of data, but don't know what to do with it. Retail Analytics not only provides a broad understanding of retail, but also shows how to put accumulated data to optimal use. Each chapter covers a different focus of the retail...

Data Analysis with R
Data Analysis with R

Key Features

  • Load, manipulate and analyze data from different sources
  • Gain a deeper understanding of fundamentals of applied statistics
  • A practical guide to performing data analysis in practice

Book Description

Frequently the tool of choice for academics, R...

Landing Page Optimization: The Definitive Guide to Testing and Tuning for Conversions
Landing Page Optimization: The Definitive Guide to Testing and Tuning for Conversions
How much money are you losing because of poor landing page design? In this comprehensive, step-by-step guide, you’ll learn all the skills necessary to dramatically improve your bottom line, including identifying mission critical parts of your website and their true economic value, defining important visitor classes and key conversion tasks,...
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