Machine Learning for Everybody

Table of Contents

• Introduction
  • Motivation
    • What's the point of this open source project?
  • Machine Learning
    • Overview of machine learning
    • Supervised learning
    • Unsupervised learning
    • Deep Learning
  • Pull Request Process
  • Final Note

Introduction

Motivation

What's the point of this open source project?

Machine Learning

Overview of machine learning

Title	Code	Document
Linear Regression		Tutorial
overfitting		Tutorial
regularization	Python	Tutorial
cross-validation	Python	Tutorial

Supervised learning

Title	Code	Document
Decision trees	Python	Tutorial
K-Nearest Neighbor		Tutorial
Naive Bayes
Logistic Regression
Support Vector Machines		Tutorial

Unsupervised learning

Title	Text	Software
clustering
Principal Components Analysis

Deep Learning

Title	Text	Software
Neural Networks Overview
Convolutional Neural Networks
Recurrent Neural Networks
Autoencoders

Pull Request Process

Please consider the following criterions in order to help us in a better way:

1. The pull request is mainly expected to be a link suggestion.
2. Please make sure your suggested resources are not obsolete or broken.
3. Ensure any install or build dependencies are removed before the end of the layer when doing a build and creating a pull request.
4. Add comments with details of changes to the interface, this includes new environment variables, exposed ports, useful file locations and container parameters.
5. You may merge the Pull Request in once you have the sign-off of at least one other developer, or if you do not have permission to do that, you may request the owner to merge it for you if you believe all checks are passed.

Final Note

We are looking forward to your kind feedback. Please help us to improve this open source project and make our work better. For contribution, please create a pull request and we will investigate it promptly. Once again, we appreciate your kind feedback and support.