Python Machine Learning Projects
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 : | |
| Downloads: | 122 |
| Created: | 2022-02-03 |
| License: | CC BY-NC-SA |
| Author(s): | Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others machine learning Tutorials
Machine Learning: The Complete Guide
Others related eBooks about Python Machine Learning Projects
C programming, C and C notesDownload PDF course about C Programming, free document in 134 pages for beginners students....
PhoneGap and Cordova courseThis PDF training tutorial will helps you to get the skills necessary to the development of sites and mobile applications using Cordova technology....
Mobile Apps developement with Apache CordovaDownloaf a free Cordova course tutorial material for beginners to learn how to creat mobile application using this platfom, a PDF document by Hazem Saleh under 37 pages....
Exploring Data with PythonPython has become a required skill for data science, and it's easy to see why. It's powerf..., download free Python tutorial in PDF (110 pages) created by ....
Think Python - How to Think Like a Computer ScientistThink Python is an introduction to Python programming for students with no programming experience. It starts with the most basic concepts of programming, and is carefully designed to define all terms when they are first used and to develop each new concept in a logical progression. Larger pieces, ...
Download F# tutorial in PDFDownload free F# tutorial course in PDF, training file in 33 chapters and 142 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Introduction to PhoneGapDownload free course tutorial training about PhoneGap ,this document shows the basics of this platform in order to creat a web application designed to mobile devices....
C# : Practical Guide for ProgrammersDownload a free Csharp tutorial in PDF by Michel de Champlain .A complet training document under 262 pages for intermediate level-users....
XML messaging with SOAPThis PDF tutorial gives a hands-on introduction to using the Simple Object Access Protocol (SOAP) for communication between components....
Think Java: How to Think Like a Computer Scientist, 2nd EditionThis book is a hands-on introduction to computer science and programming used by many universities and high schools around the world. Its conciseness, emphasis on vocabulary, and informal tone make it particularly appealing for readers with little or no experience. The book starts with the most basi...