Machine Learning For Dummies

Author: John Paul Mueller
Publisher: John Wiley & Sons
ISBN: 1119245516
Size: 73.30 MB
Format: PDF, ePub, Docs
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This book provides the much-needed entry point for people who really could use machine learning to accomplish practical tasks, but dont necessarily have the skills required to use on more advanced books.

Understanding Machine Learning

Author: Shai Shalev-Shwartz
Publisher: Cambridge University Press
ISBN: 1107057132
Size: 76.79 MB
Format: PDF, ePub, Docs
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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Machine Learning

Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262529513
Size: 67.57 MB
Format: PDF
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"A concise overview of machine learning, a type of artificial intelligence that enables computers to learn from large data sets and is the basis of numerous developments, from speech recognition to driverless cars.

Hands On Machine Learning With Scikit Learn And Tensorflow

Author: Aurélien Géron
Publisher: "O'Reilly Media, Inc."
ISBN: 1491962267
Size: 16.47 MB
Format: PDF, ePub, Mobi
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Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.

Practical Machine Learning Innovations In Recommendation

Author: Ted Dunning
Publisher: "O'Reilly Media, Inc."
ISBN: 1491915722
Size: 36.38 MB
Format: PDF, Kindle
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Approachable for all levels of expertise, this report explains innovations that make machine learning practical for business production settings—and demonstrates how even a small-scale development team can design an effective large-scale ...

An Introduction To Statistical Learning

Author: Gareth James
Publisher: Springer Science & Business Media
ISBN: 1461471389
Size: 59.42 MB
Format: PDF, Docs
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This book presents some of the most important modeling and prediction techniques, along with relevant applications.

High Performance Spark

Author: Holden Karau
Publisher: "O'Reilly Media, Inc."
ISBN: 1491943173
Size: 13.18 MB
Format: PDF, ePub, Mobi
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With this book, you’ll explore: How Spark SQL’s new interfaces improve performance over SQL’s RDD data structure The choice between data joins in Core Spark and Spark SQL Techniques for getting the most out of standard RDD ...

Introduction To Machine Learning

Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262028182
Size: 23.58 MB
Format: PDF, ePub
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Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer ...