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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...

Virtualization For Dummies
Virtualization For Dummies

Virtualization has become a “megatrend”—and forgood reason. Implementing virtualization allows for more efficientutilization of network server capacity, simpler storageadministration, reduced energy costs, and better use of corporatecapital. In other words: virtualization helps you save money,energy, and space. Not bad,...

Python Hacking Essentials
Python Hacking Essentials

Target Audience

  • This book is not for professional hackers. Instead, this book is made for beginners who have programming experience and are interested in hacking. Here, hacking techniques that can be easily understood have been described. If you only have a home PC, you can test all the examples provided here. I...
Getting Started with RFID: Identify Objects in the Physical World with Arduino
Getting Started with RFID: Identify Objects in the Physical World with Arduino
The process of identifying physical objects is such a fundamental part of our experience that we seldom think about how we do it. We use our senses, of course: we look at, feel, pick up, shake and listen to, smell, and taste objects until we have a reference for them—then we give them a label. The whole...
Data Compression: The Complete Reference
Data Compression: The Complete Reference
Giambattista della Porta, a Renaissance scientist, was the author in 1558 of Magia Naturalis (Natural Magic), a book in which he discusses many subjects, including demonology, magnetism, and the camera obscura. The book mentions an imaginary device that has since become known as the “sympathetic telegraph.” This device was to have...
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices

This book is about different techniques that help us architect software in a better and more efficient way with microservices packed as immutable containers, tested and deployed continuously to servers that are automatically provisioned with configuration management tools. It's about fast, reliable and continuous deployments with...

Introduction to Microprocessors and Microcontrollers
Introduction to Microprocessors and Microcontrollers
The first edition of this book started with the words: ‘A modern society could no longer function without the microprocessor.’

This is certainly still true but it is even truer if we include the microcontroller. While the microprocessor is at the heart of our computers, with a great deal of publicity, the microcontroller is
...
Design Driven Testing: Test Smarter, Not Harder
Design Driven Testing: Test Smarter, Not Harder

The groundbreaking book Design Driven Testing brings sanity back to the software development process by flipping around the concept of Test Driven Development (TDD)—restoring the concept of using testing to verify a design instead of pretending that unit tests are a replacement for design. Anyone who feels that TDD is...

Quantitative MRI of the Brain: Measuring Changes Caused by Disease
Quantitative MRI of the Brain: Measuring Changes Caused by Disease

This book was conceived one balmy March evening on the banks of the river Brisbane, in Queensland, Australia, where I had just arrived for a sabbatical, and it became clear that the traditions of measurement science and MRI should meet. The notion of a guide, a cook-book, for quantitative MRI (qMR) techniques took seed, and attained its own...

Persuasion and Influence For Dummies
Persuasion and Influence For Dummies

Many people want to gain trust or support in business and throughout life, but the true skill is doing so in a charming fashion! Whether you're convincing the boss about your much-deserved promotion or a busy restaurateur to offer a better table, the power of persuasion can help improve and increase your successes.

Elizabeth...

Metonymy: Hidden Shortcuts in Language, Thought and Communication (Cambridge Studies in Cognitive Linguistics)
Metonymy: Hidden Shortcuts in Language, Thought and Communication (Cambridge Studies in Cognitive Linguistics)

'Metonymy' is a type of figurative language used in everyday conversation, a form of shorthand that allows us to use our shared knowledge to communicate with fewer words than we would otherwise need. 'I'll pencil you in' and 'let me give you a hand' are both examples of metonymic language. Metonymy serves a wide...

Service-Oriented Modeling (SOA): Service Analysis, Design, and Architecture
Service-Oriented Modeling (SOA): Service Analysis, Design, and Architecture
Answers to your most pressing SOA development questions

How do we start with service modeling? How do we analyze services for better reusability? Who should be involved? How do we create the best architecture model for our organization? This must-read for all enterprise leaders gives you all the answers and tools needed to develop a sound...

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