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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...

CoreOS in Action: Running Applications on Container Linux
CoreOS in Action: Running Applications on Container Linux

Summary

CoreOS in Action is a clear tutorial for deploying container-based systems on CoreOS Container Linux.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Traditional Linux...

Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis)
Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis)

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis...

Game Development Patterns and Best Practices: Better games, less hassle
Game Development Patterns and Best Practices: Better games, less hassle

Utilize proven solutions to solve common problems in game development

About This Book

  • Untangle your game development workflow, make cleaner code, and create structurally solid games
  • Implement key programming patterns that will enable you to make efficient AI and remove duplication
  • ...
Numerical and Analytical Methods for Scientists and Engineers, Using Mathematica
Numerical and Analytical Methods for Scientists and Engineers, Using Mathematica
Up to this point in your career you have been asked to use mathematics to solve rather elementary problems in the physical sciences. However, when you graduate and become a working scientist or engineer you will often be confronted with complex real-world problems. Understanding the material in this book is a first step toward...
Building Modern Web Applications Using Angular
Building Modern Web Applications Using Angular

Key Features

  • Learn about the core building blocks of Angular
  • Build and architect high performance web applications
  • Implement the latest JavaScript concepts in ECMAScript 2015, ECMAScript 2016, and TypeScript
  • Leverage the latest Angular features to get the most out of your web...
Exploring Raspberry Pi: Interfacing to the Real World with Embedded Linux
Exploring Raspberry Pi: Interfacing to the Real World with Embedded Linux

Expand Raspberry Pi capabilities with fundamental engineering principles

Exploring Raspberry Pi is the innovators guide to bringing Raspberry Pi to life. This book favors engineering principles over a 'recipe' approach to give you the skills you need to design and build your own projects. You'll understand...

ReactJS by Example- Building Modern Web Applications with React
ReactJS by Example- Building Modern Web Applications with React

Key Features

  • Create pragmatic real-world applications while learning React and its modern developer tools
  • Build sustainable user interfaces by transforming data into components of UI
  • Learn how to generate reusable ReactJS components effectively

Book Description

...

Exploratory Data Analysis with MATLAB, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)
Exploratory Data Analysis with MATLAB, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)

Since the publication of the bestselling first edition, many advances have been made in exploratory data analysis (EDA). Covering innovative approaches for dimensionality reduction, clustering, and visualization, Exploratory Data Analysis with MATLAB®, Second Edition uses numerous examples and applications to...

Discrete Mathematics DeMYSTiFied
Discrete Mathematics DeMYSTiFied
In today’s world, analytical thinking is a critical part of any solid education. An important segment of this kind of reasoning—one that cuts across many disciplines—is discrete mathematics. Discrete math concerns counting, probability, (sophisticated forms of) addition, and limit processes over discrete sets. Combinatorics, graph...
Windows Azure Step by Step
Windows Azure Step by Step

Windows Azure is the Microsoft cloud computing platform that lets developers leverage its powerful, scalable, and fault-tolerant infrastructure to build successful applications.

Windows Azure Step by Step provides an organized walkthrough of the Windows Azure platform and its related technologies. The text is...

Domain-Driven Design: Tackling Complexity in the Heart of Software
Domain-Driven Design: Tackling Complexity in the Heart of Software

The software development community widely acknowledges that domain modeling is central to software design. Through domain modeling, software developers are able to express rich functionality and translate that functionality into software implementation that truly serves the needs of its users. Despite its obvious importance,...

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