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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...

Practical SQL: A Beginner's Guide to Storytelling with Data
Practical SQL: A Beginner's Guide to Storytelling with Data

Practical SQL is an approachable and fast-paced guide to SQL (Structured Query Language), the standard programming language for defining, organizing, and exploring data in relational databases. The book focuses on using SQL to find the story your data tells, with the popular open-source database PostgreSQL and the pgAdmin interface as...

Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance and Authoring
Multimedia Information Extraction: Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance and Authoring

The advent of increasingly large consumer collections of audio(e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube)is driving a need not only for multimedia retrieval but alsoinformation extraction from and across media. Furthermore,industrial and government collections fuel requirements for stockmedia access, media preservation,...

T-SQL in One Hour a Day, Sams Teach Yourself
T-SQL in One Hour a Day, Sams Teach Yourself
Many excellent books about T-SQL are available, so how is this one different? In talking to the many people I meet in my travels around the country, I have heard one common complaint. Instead of the host of wonderful books available to expert database administrators (DBAs), most SQL Server readers yearn for a book targeted toward the...
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...
JavaScript in 24 Hours, Sams Teach Yourself (6th Edition)
JavaScript in 24 Hours, Sams Teach Yourself (6th Edition)
This introduction walks you through a few basic things before you begin reading, including who this book was written for, why it was written, the conventions employed in this book and in the Sams Teach Yourself series, how the content is organized, and the tools you need to create JavaScript.

Who This Book Is For
...
Numerical Techniques in Electromagnetics with MATLAB
Numerical Techniques in Electromagnetics with MATLAB

Despite the dramatic growth in the availability of powerful computer resources, the EM community lacks a comprehensive text on the computational techniques used to solve EM problems. The first edition of Numerical Techniques in Electromagnetics filled that gap and became the reference of choice for thousands of engineers,...

Professional Python
Professional Python

Master the secret tools every Python programmer needs to know

Professional Python goes beyond the basics to teach beginner- and intermediate-level Python programmers the little-known tools and constructs that build concise, maintainable code. Design better architecture and write easy-to-understand code using highly...

Java in 21 Days, Sams Teach Yourself (Covering Java 8) (7th Edition)
Java in 21 Days, Sams Teach Yourself (Covering Java 8) (7th Edition)

In just 21 days you can acquire the knowledge and skills necessary to develop applications on your computer and apps that run on Android phones and tablets. With this complete tutorial you’ll quickly master the basics and then move on to more advanced features and concepts.

Completely updated for Java 8,...

GO! with Office 365 Getting Started
GO! with Office 365 Getting Started

Teach the course YOU want in LESS TIME!

The primary goal of the GO! Series, aside from teaching computer applications, is ease of implementation, with an approach that is based on clearly defined projects for students and a one-of-a-kind supplements package.

**This is a one-chapter book supplement that is
...

Penetration Testing Bootcamp
Penetration Testing Bootcamp

Key Features

  • Get practical demonstrations with in-depth explanations of complex security-related problems
  • Familiarize yourself with the most common web vulnerabilities
  • Get step-by-step guidance on managing testing results and reporting

Book Description

...

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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