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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...

Python: Data Analytics and Visualization
Python: Data Analytics and Visualization

Understand, evaluate, and visualize data About This Book - Learn basic steps of data analysis and how to use Python and its packages - A step-by-step guide to predictive modeling including tips, tricks, and best practices - Effectively visualize a broad set of analyzed data and generate effective results Who This Book Is For This book is for...

Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence
Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence

Investigate crimes involving cryptocurrencies and other blockchain technologies

Bitcoin has traditionally been the payment system of choice for a criminal trading on the Dark Web, and now many other blockchain cryptocurrencies are entering the mainstream as traders are accepting them from low-end investors putting their...

Cloud Computing and Software Services: Theory and Techniques
Cloud Computing and Software Services: Theory and Techniques

Thanks to its inherent resilience to failure and the increasing availability of open-source cloud infrastructure software and virtualization software stacks, services delivered from the cloud have expanded past web applications to include storage, raw computing, and access to specialized services. The possibility of satisfying maintenance and...

Multithreading in C# 5.0 Cookbook
Multithreading in C# 5.0 Cookbook

Multithreaded programming can seem overwhelming but this book clarifies everything through its cookbook approach. Packed with practical tasks, it's the quick and easy way to start delving deep into the power of multithreading in C#.

Overview

  • Delve deep into the .NET threading infrastructure and use...
Art of RAW Conversion: How to Produce Art-Quality Photos with Adobe Photoshop CS2 and Leading RAW Converters
Art of RAW Conversion: How to Produce Art-Quality Photos with Adobe Photoshop CS2 and Leading RAW Converters
The RAW file format used by digital cameras is essentially the raw data that a camera captures when it takes a photo. RAW files allow the digital photographer to edit and manipulate their photos with less data loss than in other file formats (such as JPEG). There are many RAW conversion tools, and it's often a good idea to use more than one to get...
Real World Aperture
Real World Aperture
Released to near universal acclaim, Apple's Aperture is an all-in-one post-production tool for professional photographers. Featuring a RAW-focused workflow, Aperture lets photographers import, edit, catalog, organize, retouch, publish, and archive images more effectively and efficiently than ever before. In this guide, best-selling author Ben Long...
Mastering Embedded Linux Programming
Mastering Embedded Linux Programming

Key Features

  • Create efficient and secure embedded devices using Linux
  • Minimize project costs by using open source tools and programs
  • Explore each component technology in depth, using sample implementations as a guide

Book Description

Mastering Embedded Linux...

Professional SQL Server 2000 Data Warehousing with Analysis Services
Professional SQL Server 2000 Data Warehousing with Analysis Services
Data warehouses have evolved to cope with the huge volumes of data flowing through the workplace by separating the data used for reporting and decision making from the operational systems. The purpose of the data warehouse is simply to store the raw data, and in combination with Microsoft SQL Server 2000 Analysis Services, this data can be...
Model-based Visual Tracking: The OpenTL Framework
Model-based Visual Tracking: The OpenTL Framework

Object tracking is a broad and important fi eld in computer science, addressing the most different applications in the educational, entertainment, industrial, and manufacturing areas. Since the early days of computer vision, the state of the art of visual object tracking has evolved greatly, along with the available imaging devices...

Quantum Cryptography and Secret-Key Distillation
Quantum Cryptography and Secret-Key Distillation
This book aims at giving an introduction to the principles and techniques of quantum cryptography, including secret-key distillation, as well as some more advanced topics. As quantum cryptography is now becoming a practical reality with products available commercially, it is important to focus not only on the theory of quantum...
Apache Mahout Cookbook
Apache Mahout Cookbook

A fast, fresh, developer-oriented dive into the world of Mahout

Overview

  • Learn how to set up a Mahout development environment
  • Start testing Mahout in a standalone Hadoop cluster
  • Learn to find stock market direction using logistic regression
  • Over 35 recipes with...
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