Machine Learning Kit

Machine Learning Starter Kit

Automate Analysis Through Patterns in Data

You alone are no match for the vast amounts of data in existence. But with a knowledge of machine learning, you can gather, analyze, and use data beyond your wildest expectations. The Machine Learning Starter Kit from is complete with tutorials, hands-on problem solving videos, and training in real-life data mining and analysis—everything you need to get a solid foundation in machine learning. Put the burden of big data where it belongs—on your computer—and master machine learning today.

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Machine Learning for Hackers

Machine Learning for Hackers: If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks.

Hilary Mason: An Introduction to Machine Learning with Web Data

Hilary Mason: An Introduction to Machine Learning with Web Data: In this insightful video course, lead scientist Hilary Mason shows you how to solve data analysis problems using basic machine learning techniques and frameworks.

Hilary Mason: Advanced Machine Learning

Hilary Mason: Advanced Machine Learning: In this sequel to An Introduction to Machine Learning with Web Data, lead scientist Hilary Mason shows you how to solve real-world problems with machine learning.

Natural Language Annotation for Machine Learning

Natural Language Annotation for Machine Learning: Whether you're working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle—the process of adding metadata to your training corpus to help ML algorithms work more efficiently.

Hadoop Fundamentals for Data Scientists

Mining the Social Web, 2nd Edition: With this expanded and thoroughly revised edition, you’ll learn how to acquire, analyze, and summarize data from all corners of the social web, including Facebook, Twitter, LinkedIn, Google+, GitHub, email, websites, and blogs.

Building Machine Learning Systems with Python

Building Machine Learning Systems with Python: Written for Python programmers, Building Machine Learning Systems with Python teaches you how to use open-source libraries to solve real problems with machine learning. The book is based on real-world examples that the user can build on.

Data Analysis with Open Source Tools

Data Analysis with Open Source Tools: With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment.

Bandit Algorithms for Website Optimization

Bandit Algorithms for Website Optimization: This concise book shows you how to use Multiarmed Bandit algorithms to measure the real-world value of any modifications you make to your site.

Programming Collective Intelligence

Programming Collective Intelligence: This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet.

Data Science for Business

Data Science for Business: Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect.

Machine Learning with R

Machine Learning with R: Machine Learning with R is a practical tutorial that uses hands-on examples to step through real-world application of machine learning. Without shying away from the technical details, we will explore Machine Learning with R using clear and practical examples.

Machine Learning for Email

Machine Learning for Email: If you're an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You'll learn how to write algorithms that automatically sort and redirect email based on statistical patterns.

Strata + Hadoop World

San Jose · London · Beijing · New York · Singapore

Tap into the collective intelligence of the leading minds in data—decision makers using the power of big data to drive business strategy, and practioners who collect, analyze, and manipulate data. Strata gives you the skills, tools, and technologies you need to make data work today—and the insights and visionary thinking O'Reilly is known for.

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