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: 112
Created: 2022-02-03
License: CC BY-NC-SA
Author(s): Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan
Python Machine Learning Projects

Others machine learning Tutorials

Automated Machine Learning

Machine Learning for Cyber Physical Systems

Automated Machine Learning

An Introduction to Machine Learning

Overview of Machine Learning

Others related eBooks about Python Machine Learning Projects

Microsoft Office SharePoint 2007 User Guide

Download Microsoft Office SharePoint 2007 User Guide in pdf, free tutorial on 48 pages....

Basic OOP in C++

Download C++ programming language courses about object-oriented programming (OOP), free training document in PDF by Eunsuk Kang and JeanYang....

C# Features Succinctly

Download free course C# Features Succinctly, pdf file on 77 pages by Dirk Strauss....

Modern Java EE Design Patterns

Download free course Modern Java EE Design Patterns, pdf file on 67 pages by Markus Eisele....

Learning haxe PDF course

It is a free haxe ebook created for beginners. The content is extracted from Stack Overflow pltaform, which is written by many haxe developers and contributors....

Python for You and Me

Download free course Python for You and Me, pdf file on 173 pages by Kushal Das....

Is Parallel Programming Hard, And, If So, What Can You Do About It?

Download free course Is Parallel Programming Hard, And, If So, What Can You Do About It?, pdf file on 601 pages by Paul E. McKenney....

Download Tutorial Laravel 5

Easy Laravel 5 is an overview of the new PHP plateform, free training document material under 44 pages intended to beginners by W.Jason Gilmore....

PC Assembly Language

The purpose of this book is to give the reader a better understanding of how computers really work at a lower level than in programming languages like Pascal. By gaining a deeper understanding of how computers work, the reader can often be much more productive developing software in higher level lan...

Introduction to Programming using Fortran 95/2003/2008

This text provides an introduction to programming and problem solving using the Fortran 95/2003/2008 programming language. This introduction is geared for non computer science majors. As such, this text is not a complete, comprehensive guide to the Fortran 95/2003/2008 programming language. The pri...