Machine Learning in Action

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Machine Learning in Action

Machine Learning in Action
Peter Harrington,
English | ISBN: 1617290181 | 2012 | PDF | 384 pages | 8 MB


is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. Youll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification.
About the Book
A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many.

is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques youll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. Youll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification.
Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful.
Whats Inside
A no-nonsense introduction
Examples showing common ML tasks
Everyday data analysis
Implementing classic algorithms like Apriori and Adaboos

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