AI-ML-RoadMap

(i) Python

https://www.udemy.com/course/100-days-of-code/

(ii) Mathematics for Machine Learning and Data Science Specialization

https://coursera.org/specializations/mathematics-for-machine-learning-and-data-science

Complete all three courses

(iii) Data Analysis Libraries

• For Numpy: https://youtube.com/playlist?list=PLeo1K3hjS3uset9zIVzJWqplaWBiacTEU

• For Pandas: https://youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy

Watch only a few of these to get comfortable with functions and stuff

• For Matplotlib: https://youtube.com/playlist?list=PLeo1K3hjS3uu4Lr8_kro2AqaO6CFYgKOl

(iv) Machine Learning Specialization:

https://coursera.org/specializations/machine-learning-introduction

This is the best ML course in the world, complete all courses properly.

(v) Deep Learning Specialization:

https://coursera.org/specializations/deep-learning