[DOWNLOAD] Machine Learning Pocket Reference: Working with Structured Data in Python by Matt Harrison ~ Book PDF Kindle ePub Free

July 11, 2021 Post a Comment

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, and moreMetrics for regression evaluationClusteringDimensionality reductionScikit-learn pipelines

eBook details

Title: Machine Learning Pocket Reference: Working with Structured Data in Python
Author : Matt Harrison
Release Date : *
Genre: Books,Computers & Technology,Computer Science
Pages : * pages
Size : * KB

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