This document is a very basic introduction to machine learning.
- Basic Machine Learning Terminologies (pre-reading)
- Supervised vs. Unsupervised Learning Algorithms
- Concepts
- Examples
- Over-Fitting, Measuring Performance and Model Tuning
- Overall steps
The online version of this book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. You may share, adapt the content and may distribute your contributions under the same license (CC BY-NC-SA 4.0), but you have to give appropriate credit, and cannot use material for the commercial purposes.
Karim, ME (2021) "Introduction to Machine Learning", URL: ehsanx.github.io/intro2ML/, (v1.1).
Feel free to reach out for any comments, corrections, suggestions.