Machine Learning with Python Cookbook

Machine Learning with Python Cookbook
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 285
Release :
ISBN-10 : 9781491989333
ISBN-13 : 1491989335
Rating : 4/5 (335 Downloads)

Book Synopsis Machine Learning with Python Cookbook by : Chris Albon

Download or read book Machine Learning with Python Cookbook written by Chris Albon and published by "O'Reilly Media, Inc.". This book was released on 2018-03-09 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Machine Learning with Python Cookbook Related Books

Machine Learning with Python Cookbook
Language: en
Pages: 285
Authors: Chris Albon
Categories: Computers
Type: BOOK - Published: 2018-03-09 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

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
Python Machine Learning Cookbook
Language: en
Pages: 304
Authors: Prateek Joshi
Categories: Computers
Type: BOOK - Published: 2016-06-23 - Publisher: Packt Publishing Ltd

GET EBOOK

100 recipes that teach you how to perform various machine learning tasks in the real world About This Book Understand which algorithms to use in a given context
Artificial Intelligence with Python Cookbook
Language: en
Pages: 459
Authors: Ben Auffarth
Categories: Computers
Type: BOOK - Published: 2020-10-30 - Publisher: Packt Publishing Ltd

GET EBOOK

Work through practical recipes to learn how to solve complex machine learning and deep learning problems using Python Key FeaturesGet up and running with artifi
Python Deep Learning Cookbook
Language: en
Pages: 321
Authors: Indra den Bakker
Categories: Computers
Type: BOOK - Published: 2017-10-27 - Publisher: Packt Publishing Ltd

GET EBOOK

Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guide About This Book Practical recipes on tr
Machine Learning Cookbook with Python
Language: en
Pages: 326
Authors: Rehan Guha
Categories: Computers
Type: BOOK - Published: 2020-11-12 - Publisher: BPB Publications

GET EBOOK

A Cookbook that will help you implement Machine Learning algorithms and techniques by building real-world projects Ê KEY FEATURESÊ Learn how to handle an enti