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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....

Python 3 Text Processing with NLTK 3 Cookbook
Python 3 Text Processing with NLTK 3 Cookbook

Over 80 practical recipes on natural language processing techniques using Python's NLTK 3.0

About This Book

  • Break text down into its component parts for spelling correction, feature extraction, and phrase transformation
  • Learn how to do custom sentiment analysis and named entity...
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects...

Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms
Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.

...
Spark for Python Developers
Spark for Python Developers

Key Features

  • Set up real-time streaming and batch data intensive infrastructure using Spark and Python
  • Deliver insightful visualizations in a web app using Spark (PySpark)
  • Inject live data using Spark Streaming with real-time events

Book Description

Looking...

Brain Theory From A Circuits And Systems Perspective
Brain Theory From A Circuits And Systems Perspective

This book models  an idealized neuron as being driven by basic electrical elements, the goal being to systematically characterize the logical properties of neural pulses.  In order to constitute a system, neurons as pulsating devices may be represented using novel circuit elements as delineated in this book.  A plausible brain...

ITIL Version 3 at a Glance: Information Quick Reference
ITIL Version 3 at a Glance: Information Quick Reference
ITIL® Version 3 At a Glance takes a graphical approach to consolidating the information of ITIL® version 3. ITIL® is an internationally-recognized set of best practices for providing IT service management. IT organizations worldwide are implementing ITIL® as a vehicle for improving IT service quality and improve...
Frommer's England 2011: with Wales (Frommer's Complete)
Frommer's England 2011: with Wales (Frommer's Complete)

Completely updated every year (unlike most of the competition), Frommer's England 2011 features gorgeous color  maps, a detachable foldout map of London, and details on all of the country's top cities, villages, gardens, countryside destinations, and more.

Frommer's England 2011 details the best...

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
This book presents this new discipline in a very accessible form: both as a text to train the next generation of practitioners and researchers, and to inform lifelong learners like myself. Witten and Frank have a passion for simple and elegant solutions. They approach each topic with this mindset, grounding all concepts in concrete examples,...
Think Smarter: Critical Thinking to Improve Problem-Solving and Decision-Making Skills
Think Smarter: Critical Thinking to Improve Problem-Solving and Decision-Making Skills

Learn Critical Thinking techniques for better decisions, problem solving, and innovation

Think Smarter: Critical Thinking to Improve Problem-Solving and Decision-Making Skills is the comprehensive guide to training your brain to do more for you. Written by a critical thinking trainer and coach, the book presents a...
Automated Planning: Theory & Practice (The Morgan Kaufmann Series in Artificial Intelligence)
Automated Planning: Theory & Practice (The Morgan Kaufmann Series in Artificial Intelligence)
"In recent years, comprehensive texts have been written for several of the other major areas of Artificial Intelligence, including machine learning, natural-language processing, and constraint-satisfaction processing, but until now, the field of planning has been devoid of such a resource, despite the considerable number of advances in and the...
How to Do Everything with Online Video
How to Do Everything with Online Video
You’re just in time. The online video revolution is under way. Yeah, yeah, I know. Another revolution. It seems like we have a new revolution every 18 months or so. And that’s why you’re just in time. This revolution is gaining momentum, establishing its foundations, and becoming focused. You know something is going on right in...
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