(PDF)->Machine Learning Pocket Reference: A Quick Guide to Structured Machine Learning Techniques Writen - Matt Harrison

BOOK PDF Machine Learning Pocket Reference: A Quick Guide to Structured Machine Learning Techniques

By : Matt Harrison

 pdf download Machine Learning Pocket Reference: A Quick Guide to Structured Machine Learning Techniques

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Book Synopsis :

With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource when you dive into your next machine learning project.Ideal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structured data. You'll also learn methods for clustering, predicting a continuous value (regression), and reducing dimensionality, among other topics.This pocket reference includes sections that cover:Classification, using the Titanic datasetCleaning data and dealing with missing dataExploratory data analysisCommon preprocessing steps using sample dataSelecting features useful to the modelModel selectionMetrics and classification evaluationRegression examples using k-nearest neighbor, decision trees, boosting,

Book Detail :

Author : Matt Harrison

Pages : 200 pages

Publisher : O'Reilly Media

Language :

ISBN-10 : 1492047546

ISBN-13 : 9781492047544

 
Supporting format: PDF, EPUB, Kindle, Audio, MOBI, HTML, RTF, TXT, etc.
Supporting : PC, Android, Apple, Ipad, Iphone, etc.
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