instillai/machine-learning-course
:speech_balloon: Machine Learning Course with Python:
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
################################################### A Machine Learning Course with Python ################################################### .. image:: https://img.shields.io/badge/contributions-welcome-brightgreen.svg?style=flat .. image:: https://badges.frapsoft.com/os/v2/open-source.png?v=103 .. image:: https://img.shields.io/badge/Made%20with-Python-1f425f.svg .. image:: https://img.shields.io/github/contributors/machinelearningmindset/machine-learning-course.svg .. image:: https://img.shields.io/badge/book-pdf-blue.svg :target: https://machinelearningmindset.com/wp-content/uploads/2019/06/machine-learning-course.pdf .. image:: https://img.shields.io/badge/official-documentation-green.svg :target: https://machine-learning-course.readthedocs.io/en/latest/ .. image:: https://img.shields.io/twitter/follow/machinemindset.svg?label=Follow&style=social ################## Table of Contents ################## .. contents:: :local: :depth: 4 ================================================ .. raw:: html .. raw:: html .. raw:: html ================================================ .. raw:: html .. raw:: html .. raw:: html ======================== The purpose of this project is to provide a comprehensive and yet simple course in Machine Learning using Python. .. You can access to the full documentation with the following links: |Book| |Documentation| .. .. |Book| image:: https://img.shields.io/badge/book-pdf-blue.svg :target: https://machinelearningmindset.com/wp-content/uploads/2019/06/machine-learning-course.pdf .. .. |Documentation| image::…
Read the full README ↗ · Preview checked 2026-10-28T00:28:48.707Z
Inside the original README — Document outline
- Download Free Deep Learning Resource Guide
- Slack Group
- Introduction
- Motivation
- Machine Learning
- Machine Learning Basics
- Supervised learning
- Unsupervised learning
- Deep Learning
- Pull Request Process
- Final Note
- Developers
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
:speech_balloon: Machine Learning Course with Python:
Repository facts
- Owner
- instillai
- Primary language
- Python
- Stars
- 7,044
- Forks
- 1,229
- Open issues + pull requests
- 1
- License
- Not reported — inspect the license file
- Archived
- No
- Default branch
- master
- Created
- 2019-02-15T00:23:19.000Z
- Last push
- 2024-11-27T03:47:57.000Z
Topics and intended use
Owner-supplied topics: algorithms, artificial-intelligence, machine-learning, machine-learning-algorithms, python
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-11-01T13:20:54.848Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related repositories
EbookFoundation/free-programming-books
donnemartin/system-design-primer