ML-For-Beginners

General info:

As a beginner to machine learning subjects I am using several sources as well as repositories and this repository is well designed for starters to help them in their ML journey without getting lost.

Points of commendation:

• First of all nothing is random in this repository: there is a well structured curriculum! This curriculum serves as a learning path for beginners.
• Lessons are numbered according to their topics and learning objective of each lesson is stated at the beginning.
• Each lesson includes optional supplemental video, pre-lecture warmup quiz, knowledge checks, supplemental reading, assignment, and post-lecture quiz. Most of these contents urges students to further researches.
• Last but not least, as a final lesson general information and supplemental resources are given regarding the real world applications of machine learning.

Points for consideration:

Even if this repository contains nicely prepared introduction of ML subjects, I need to point out that one may want to use this repository as additional resource together with a main ML course since there is no mainstream lecture video.