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Machine Learning with Python Cookbook Book [PDF] Download

Download the fantastic book titled Machine Learning with Python Cookbook written by Chris Albon, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Machine Learning with Python Cookbook", which was released on 09 March 2018. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Machine Learning with Python Cookbook by Chris Albon PDF

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications. You’ll find recipes for: Vectors, matrices, and arrays Handling numerical and categorical data, text, images, and dates and times Dimensionality reduction using feature extraction or feature selection Model evaluation and selection Linear and logical regression, trees and forests, and k-nearest neighbors Support vector machines (SVM), naïve Bayes, clustering, and neural networks Saving and loading trained models


Detail About Machine Learning with Python Cookbook PDF

  • Author : Chris Albon
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Total Pages : 305 pages
  • ISBN : 1491989335
  • PDF File Size : 16,9 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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