Название: Machine Learning in Action Автор: Peter Harrington Издательство: Manning Publications Год: 2012 Страниц: 384 Формат: PDF Размер: 10 Mb Язык: English
Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll 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.
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.
Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll 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. You'll 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.
What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos
Machine Learning for the Web Название: Machine Learning for the Web Автор: Andrea Isoni Издательство: Packt Publishing Год: 2016 Страниц: 298 Формат: True PDF, EPUB, AZW3 Размер:...
Machine Learning: The New AI Название: Machine Learning: The New AI Автор: Ethem Alpaydin Издательство: The MIT Press Год: 2017 Страниц: 224 Формат: PDF, EPUB, MP3 Размер: 111 Mb...
Thoughtful Machine Learning Название: Thoughtful Machine Learning Автор: Matthew Kirk Издательство: O'Reilly Media Год: 2015 Страниц: 234 Формат: PDF Размер: 11 Mb Язык: English...
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Machine Learning in Action 
