Python Machine Learning Projects



Download free course Python Machine Learning Projects, pdf file on 135 pages by Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan.
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers of today and tomorrow with tools they can use to better understand, evaluate, and shape machine learning to help ensure that it is serving us all.

This book will set you up with a Python programming environment if you don't have one already, then provide you with a conceptual understanding of machine learning in the chapter "An Introduction to Machine Learning." What follows next are three Python machine learning projects. They will help you create a machine learning classifier, build a neural network to recognize handwritten digits, and give you a background in deep reinforcement learning through building a bot for Atari.

Table of contents

  • Setting Up a Python Programming Environment
  • An Introduction to Machine Learning
  • How To Build a Machine Learning Classifier in Python with Scikit-learn
  • How To Build a Neural Network to Recognize Handwritten Digits with TensorFlow
  • Bias-Variance for Deep Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym
Pages : 135
Size : 2.1 MB
File type : PDF
Downloads: 131
Created: 2022-02-03
License: CC BY-NC-SA
Author(s): Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan
Python Machine Learning Projects

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233

Others machine learning Tutorials

Automated Machine Learning

Interpretable Machine Learning

Machine Learning: The Complete Guide

Understanding Machine Learning

Automated Machine Learning

Others related eBooks about Python Machine Learning Projects

Haskell Tutorial for C Programmers

This book is written to introduce Haskell for programmers of imperative languagues, including C, C++, Java, Python, and Pascal, etc....

Using the Web to Build the IoT

The Internet of Things offers us an internet that is becoming more than just a mass of mul..., download free IoT tutorial in PDF (176 pages) created by ....

C# programming tutorial for professionals

Download free C# tutorial course in PDF, training file in 164 chapters and 808 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

50 Ways to Avoid Find and Fix ASP.NET Performance Issues

Download free course 50 Ways to Avoid Find and Fix ASP.NET Performance Issues, pdf file on 50 pages by Red Gate....

COBOL Programming

Download COBOL tutorial in PDF,a free training courses under 236 pages to learn the basics of COBOL language...

Full Speed Python

This book aims to teach the Python programming language using a practical approach. Its me..., download free Python tutorial in PDF (40 pages) created by Joao Ventura ....

Bash programming ebook for professionals

Download free bash tutorial course in PDF, training file in 67 chapters and 204 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Data Parallel C++

Download free course Data Parallel C++, pdf file on 565 pages by James Reinders, Ben Ashbaugh, James Brodman, Michael Kinsner, John Pennycook, Xinmin Tian....

Algorithms: Fundamental Techniques

This book is about the creation and analysis of efficient algorithms. After introducing some necessary matical background this book covers:...

JavaScript Allongé

Download free course JavaScript Allongé, pdf file on 511 pages by Reginald Braithwaite....