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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...

Good Habits for Great Coding: Improving Programming Skills with Examples in Python
Good Habits for Great Coding: Improving Programming Skills with Examples in Python

Improve your coding skills and learn how to write readable code. Rather than teach basic programming, this book presumes that readers understand the fundamentals, and offers time-honed best practices for style, design, documenting, testing, refactoring, and more. 

Taking an informal, conversational tone,...

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...

C Programming - An Advanced Course
C Programming - An Advanced Course

This book takes up where C Programming - A Beginner's Course leaves off. It assumes you have a working knowledge of basic programming concepts such as variables, constants, assignment, selection (if..else) and looping (while, for). It also assumes you are comfortable with writing functions and working with arrays. If you are not, it is...

PHP for the Web: Visual QuickStart Guide (5th Edition)
PHP for the Web: Visual QuickStart Guide (5th Edition)

Learn PHP programming the quick and easy way!

With PHP for the Web: Visual QuickStart Guide readers can start from the beginning to get a tour of the programming language, or look up specific tasks to learn just what they need to know. 

This task-based visual reference guide uses...
Internet of Things Programming with JavaScript
Internet of Things Programming with JavaScript
The Raspberry Pi Zero is a powerful, low-cost, credit-card sized computer, which lends itself perfectly to begin the controller of sophisticated home automation devices. Using the available on-board interfaces, the Raspberry Pi Zero can be expanded to allow the connection of a virtually infinite number of security sensors and...
Street-Fighting Mathematics: The Art of Educated Guessing and Opportunistic Problem Solving (The MIT Press)
Street-Fighting Mathematics: The Art of Educated Guessing and Opportunistic Problem Solving (The MIT Press)
Too much mathematical rigor teaches rigor mortis: the fear of making an unjustified leap even when it lands on a correct result. Instead of paralysis, have courage—shoot first and ask questions later. Although unwise as public policy, it is a valuable problem-solving philosophy, and it is the theme of this book: how to...
Mathematical Logic for Computer Science
Mathematical Logic for Computer Science

This is a mathematics textbook with theorems and proofs. The choice of topics has been guided by the needs of computer science students. The method of semantic tableaux provides an elegant way to teach logic that is both theoretically sound and yet sufficiently elementary for undergraduates. In order to provide a balanced treatment of logic,...

Learn to Program with C++
Learn to Program with C++

More than 100,000 programmers owe their careers to Professor John Smiley. In this unique guide, the guru himself will teach you, in a classroom setting, how to program with C++. Learn from more than 100 questions and answers as well as real-world programming projects.

...
Sams Teach Yourself Oracle PL/SQL in 10 Minutes
Sams Teach Yourself Oracle PL/SQL in 10 Minutes

Covers Oracle DBMS versions 10, 11, 12, and XE

 

Sams Teach Yourself Oracle PL/SQL in 10 Minutes offers straightforward, practical answers when you need fast results. By working through the book’s 26 lessons of 10 minutes or less,...

iOS 8 App Development Essentials
iOS 8 App Development Essentials

iOS 8 App Development Essentials is the latest edition of this popular book series and has now been fully updated for the Swift programming language, the iOS 8 SDK and Xcode 6. Beginning with the basics, this book provides an outline of the steps necessary to set up an iOS development environment. An introduction to the architecture of iOS 8...

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...
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