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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...

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or...

Exploring Java 9: Build Modularized Applications in Java
Exploring Java 9: Build Modularized Applications in Java
Discover all the new features and changes in Java 9, including module systems―JPMS or Project Jigsaw. This book covers the whole Java application development life cycle. You'll review all the important concepts, including module descriptor, unnamed module, automatic module, and command line tools. 

Mastering Windows Presentation Foundation: Master the art of building modern desktop applications on Windows
Mastering Windows Presentation Foundation: Master the art of building modern desktop applications on Windows

Master the art of building modern desktop applications on Windows

Key Features

  • Learn how to use the MVVM software architectural pattern and see the benefits of using it with Windows Presentation Fountain (WPF)
  • Explore various ways to enhance efficiency through performance tuning and UI...
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...

Django: Web Development with Python
Django: Web Development with Python

About This Book

  • Explore the best practices to develop applications of a superior quality with Django framework
  • Unravel the common problems of web development in Django
  • This course teaches you major Django functions and will help you improve your skills by developing models, forms, views, and...
Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning
Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning

From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural...

Reactive Design Patterns
Reactive Design Patterns

Summary

Reactive Design Patterns is a clearly written guide for building message-driven distributed systems that are resilient, responsive, and elastic. In this book you'll find patterns for messaging, flow control, resource management, and concurrency, along with practical issues like test-friendly...

Microsoft Excel Basics: Expert Advice, Made Easy (Everyday Guides Made Easy)
Microsoft Excel Basics: Expert Advice, Made Easy (Everyday Guides Made Easy)

Microsoft Excel is an incredible application, feature-rich and easy to use if you know how. It can help with the simplest of jobs, from shopping lists to presentation of data, to more complex formulas and sorting tasks. Everyone in business, or indeed, in almost any job, needs to know how to use this fundamental modern tool, so this handy...

Blockchain Basics: A Non-Technical Introduction in 25 Steps
Blockchain Basics: A Non-Technical Introduction in 25 Steps

In 25 concise steps, you will learn the basics of blockchain technology. No mathematical formulas, program code, or computer science jargon are used. No previous knowledge in computer science, mathematics, programming, or cryptography is required. Terminology is explained through pictures, analogies, and metaphors.

This book...

Exploring Microsoft Office Excel 2016 Comprehensive (Book Only, No MyITLab Included) (Exploring for Office 2016 Series)
Exploring Microsoft Office Excel 2016 Comprehensive (Book Only, No MyITLab Included) (Exploring for Office 2016 Series)

This book offers full, comprehensive coverage of Microsoft Excel.

Beyond point-and-click

The goal of the Exploring series is to move students beyond the point-and-click, to understanding the why and how behind each skill. And...

Python Web Penetration Testing Cookbook
Python Web Penetration Testing Cookbook

Over 60 indispensable Python recipes to ensure you always have the right code on hand for web application testing

About This Book

  • Get useful guidance on writing Python scripts and using libraries to put websites and web apps through their paces
  • Find the script you need to deal with any...
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