100-Days-of-ML

Curriculum to grasp the basics of ML in 100 Days designed by Kaggle Coimbatore.

Month 1

• Week 1 : Python Tutorials by Sentdex

• Week 2 : PyGame with Python 3 Game Development by Sentdex

• Week 3 : Tech with Tim's OOPS Concepts. Python Project Tutorial Series

• Week 4 : Corey Schafer Flask Tutorial

Month 2

• Week 1 : Khan Academy Linear Algebra Playlist
• Week 2 : Khan Academy Calculus Playlist
• Week 3 : Khan Academy Statistics
• Week 4 : Andrew Ng's ML Playlist(Bible) HighlyRecommended

Month 3 (DIY,Crucial)

Week 1 :

If you prefer Video Tutorials

• Numpy Basics
• Matplotlib Basics
• Pandas Basics

If you prefer Interactive Tutorials

• Stanford Numpy Tutorial Highly Recommended*
• DataCamp Matplotlib Tutorial
• Pandas DataCamp

Official Documentation

• Numpy Docs
• Pandas Docs
• Matplotlib Docs

Week 2 :

• DataSchool Sklearn Tutorial
• Sklearn Official Docs
• Sklearn FreeCodecamp Playlist

Week 3

• Krish Naik Cricket Prediction
• Krish Naik Movie Reccomendation
• Titanic Survivor

Miscellanous

• Krish Naik Project Playlist
• Kaggle Competitions
• Ayon Roy's Curriculum

All the Best for your journey , Curriculum will be updated Regularly!

With ♥️ Kaggle Coimbatore