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Practical Graph Analytics with Apache Giraph
Practical Graph Analytics with Apache Giraph

Practical Graph Analytics with Apache Giraph helps you build data mining and machine learning applications using the Apache Foundation’s Giraph framework for graph processing. This is the same framework as used by Facebook, Google, and other social media analytics operations to derive business value from vast amounts of...

The Science of Chocolate
The Science of Chocolate

The second edition of this international best seller has been fully revised and updated describing the complete chocolate making process, from the growing of the beans to the sale in the shops. The Science of Chocolate takes the reader on the journey of chocolate, to discover how confectionery is made and the way in which basic science plays...

Computational Intelligence in Data Mining - Volume 3: Proceedings of the International Conference on CIDM, 20-21 December 2014 (Smart Innovation, Systems and Technologies)
Computational Intelligence in Data Mining - Volume 3: Proceedings of the International Conference on CIDM, 20-21 December 2014 (Smart Innovation, Systems and Technologies)

The contributed volume aims to explicate and address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. Data Mining aims at the automatic discovery of underlying non-trivial knowledge from datasets by applying intelligent analysis...

The Shallows: What the Internet Is Doing to Our Brains
The Shallows: What the Internet Is Doing to Our Brains

“Is Google making us stupid?” When Nicholas Carr posed that question, in a celebrated Atlantic Monthly cover story, he tapped into a well of anxiety about how the Internet is changing us. He also crystallized one of the most important debates of our time: As we enjoy the Net’s bounties, are we sacrificing our...

Python Programming for the Absolute Beginner, 3rd Edition
Python Programming for the Absolute Beginner, 3rd Edition

If you are new to programming with Python and are looking for a solid introduction, this is the book for you. Developed by computer science instructors, books in the "for the absolute beginner" series teach the principles of programming through simple game creation. You will acquire the skills that you need for practical Python...

Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python
Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python

Automate data and model pipelines for faster machine learning applications

Key Features

  • Build automated modules for different machine learning components
  • Understand each component of a machine learning pipeline in depth
  • Learn to use different open source...
Debugging by Thinking : A Multidisciplinary Approach (HP Technologies)
Debugging by Thinking : A Multidisciplinary Approach (HP Technologies)

Debugging by Thinking: A Multidisciplinary Approach uses the methods of literary detectives such as Sherlock Holmes, the techniques of mathematical problem solving, the results of research into the cognitive psychology of human error, the root cause analyses of safety experts, the compiler analyses of computer science, and the...

Mastering Algorithms with Perl
Mastering Algorithms with Perl
Many programmers would love to use Perl for projects that involve heavy lifting, but miss the many traditional algorithms that textbooks teach for other languages. Computer scientists have identified many techniques that a wide range of programs need, such as:
  • Fuzzy pattern matching for text (identify misspellings!) ...
Wireless Internet Handbook: Technologies, Standards, and Applications
Wireless Internet Handbook: Technologies, Standards, and Applications

Wireless applications are definitely the next big thing in communications. Millions of people around the world use the Internet every day—to stay in touch with remote locations, follow the stock market, keep up with the news, check the weather, make travel plans, conduct business, shop, entertain themselves, and learn. The logical next...

Modeling the Internet and the Web: Probabilistic Methods and Algorithms
Modeling the Internet and the Web: Probabilistic Methods and Algorithms
The World Wide Web is growing in size at a remarkable rate.  It is a huge evolving system and its data are rife with uncertainties.  Probability and statistics are the fundamental mathematical tools that enable us to model, reason and infer meaningful results from such data.  Modelling the Internet and the Web covers the...
Applications of Information Systems to Homeland Security And Defense
Applications of Information Systems to Homeland Security And Defense
A range of threats in the areas of safety and security, from natural disasters to terrorism to conventional warfare, involve complex interactions that are beyond the scope and capabilities of traditional problem solving techniques. Applications of Information Systems to Homeland Security and Defense provides an overview of complex systems’...
Adaptive Business Intelligence
Adaptive Business Intelligence
From the reviews of the first edition: 

"In this book the authors explain the science and application of numerous prediction and optimization techniques as well as how these concepts can be used to develop adaptive decision-making systems. The book is suitable for business and IT managers who make decisions in complex industrial and...

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