This work is licensed under a Creative Commons Attribution ...
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0
International License.
ISBN 978-0-9997730-2-4
Python Machine Learning Projects
Written by Lisa Tagliaferri, Michelle Morales, Ellie Birbeck, and
Alvin Wan, with editing by Brian Hogan and Mark Drake
DigitalOcean, New York City, New York, USA
Python Machine Learning Projects
1. Foreword
2. Setting Up a Python Programming Environment
3. An Introduction to Machine Learning
4. How To Build a Machine Learning Classi?er in Python with Scikitlearn
5. How To Build a Neural Network to Recognize Handwritten Digits with
TensorFlow
6. Bias-Variance for Deep Reinforcement Learning: How To Build a Bot
for Atari with OpenAI Gym
Foreword
As machine learning is increasingly leveraged to ?nd patterns, conduct
analysis, and make decisions without ?nal input from humans, it is of
equal importance to not only provide resources to advance algorithms
and methodologies, but to also 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
y o u 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 classi?er,
build a neural network to recognize handwritten digits, and give you a
background in deep reinforcement learning through building a bot for
Atari.
These chapters originally appeared as articles on DigitalOcean
Community, written by members of the international software developer
community. If you are interested in contributing to this knowledge base,
consider proposing a tutorial to the Write for DOnations program at
w4do. DigitalOcean offers payment to authors and provides a
matching donation to tech-focused nonpro?ts.
Other Books in this Series
................
................
In order to avoid copyright disputes, this page is only a partial summary.
To fulfill the demand for quickly locating and searching documents.
It is intelligent file search solution for home and business.
Related download
- programming for data science with python nanodegree
- cheat sheet pandas python datacamp
- lab manual python programming lab 6cs4 23
- this work is licensed under a creative commons attribution
- s python cheat sheet data science free
- data handling using pandas 1
- the python guide for beginners
- python 3 cheat sheet limsi
- python notes for professionals
- object oriented design with python
Related searches
- penny stocks under a penny
- parts under a car diagram
- stocks under a dollar
- area under a standard normal curve calculator
- how to think of a creative title
- under a presidential form of government
- area under a curve calculator
- what is covered under medicare part a
- what is covered under medicaid
- what is a creative essay
- penny stocks under a cent
- stocks under a penny