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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...

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data....

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...

The Practical Handbook of Genetic Algorithms: Applications, Second Edition
The Practical Handbook of Genetic Algorithms: Applications, Second Edition

Rapid developments in the field of genetic algorithms along with the popularity of the first edition precipitated this completely revised, thoroughly updated second edition of The Practical Handbook of Genetic Algorithms. Like its predecessor, this edition helps practitioners stay up to date on recent developments in the field and provides...

Power Management Integrated Circuits (Devices, Circuits, and Systems)
Power Management Integrated Circuits (Devices, Circuits, and Systems)

Power Management Integrated Circuits and Technologies delivers a modern treatise on mixed-signal integrated circuit design for power management. Comprised of chapters authored by leading researchers from industry and academia, this definitive text:

  • Describes circuit- and architectural-level innovations...
Understanding PaaS
Understanding PaaS

The least understood feature of cloud computing, Platform as a Service (PaaS), is also the most powerful and cost effective. This concise overview shows you why organizations that properly wield PaaS can quickly gain a strong competitive advantage. You’ll learn how PaaS enables developers to pursue low cost R&D projects,...

MongoDB in Action: Covers MongoDB version 3.0
MongoDB in Action: Covers MongoDB version 3.0

Summary

MongoDB in Action, Second Edition is a completely revised and updated version. It introduces MongoDB 3.0 and the document-oriented database model. This perfectly paced book gives you both the big picture you'll need as a developer and enough low-level detail to satisfy system engineers.

...
Mastering Kubernetes: Large scale container deployment and management
Mastering Kubernetes: Large scale container deployment and management

Master the art of container management utilizing the power of Kubernetes.

About This Book

  • This practical guide demystifies Kubernetes and ensures that your clusters are always available, scalable, and up to date
  • Discover new features such as autoscaling, rolling updates, resource quotas,...
Python Unlocked
Python Unlocked

Key Features

  • Write smarter, bug-free, high performance code with minimal effort
  • Uncover the best tools and options available to Python developers today
  • Deploy decorators, design patters, and various optimization techniques to use Python 3.5 effectively

Book...

Cloud Application Architectures: Building Applications and Infrastructure in the Cloud
Cloud Application Architectures: Building Applications and Infrastructure in the Cloud

If you're involved in planning IT infrastructure as a network or system architect, system administrator, or developer, this book will help you adapt your skills to work with these highly scalable, highly redundant infrastructure services.


While analysts hotly debate the advantages and risks of cloud
...
Azure in Action
Azure in Action

Azure in Action is a fast-paced tutorial intended for architects and developers looking to develop cloud-based applications on the Windows Azure Platform. Written by two of Microsoft's leading Azure evangelists, it's designed both for readers new to cloud concepts and for those familiar with cloud development but new...

Windows Azure Web Sites
Windows Azure Web Sites

A no-nonsense guide to maintaining websites in Windows Azure

If you're looking for a straightforward, practical guide to get Azure websites up and running, then this is the book for you. This to-the-point guide provides you with the tools you need to move and maintain a website in the cloud. You'll discover the...

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