Structured order of topics to study to become expert in Data Science &Artificial Intelligence

Programming Foundation

1)Programming Language: Python – 45 videos are here

PCEP Certification

https://www.youtube.com/playlist?list=PLb0yWsAbQGMzxKfF6xNLEpv8eBVahdB7Y

Then write PCEP International Exam or any other International Certification.

PCAP Certification

https://www.youtube.com/playlist?list=PLb0yWsAbQGMxK-68glR9ZSurjgCZJhOyZ

Then write PCAP International Exam or any other International Certification (18 videos are here)

2) Numerical Computation with NumPy (Batch 2)19 Videos are here

https://www.youtube.com/playlist?list=PLb0yWsAbQGMxXirFm87ZZ46ujY_6XCPNW

3)Data Manipulation with Pandas (Batch 2) 19 Vides are here

https://www.youtube.com/playlist?list=PLb0yWsAbQGMxXcLUdl1HZET5sVFAVpPd_

4) Mathematics for Machine Learning & Deep Learning

1) Scalars and Vectors (Linear Algebra Part 1)

2) Mathematics for Machine Learning & DL(22 Videos are here)

https://www.youtube.com/playlist?list=PLb0yWsAbQGMy8zqYeTJqaSycx29xwmNnL

2) Matrices and Tensors (Linear Algebra Part 2) Mathematics for Machine Learning & DL (25 Videos are here)

https://www.youtube.com/playlist?list=PLb0yWsAbQGMzkqlQFT29EGNCg_uDaMaoi

Remaining concepts (Statistics, Calculus, and Trigonometry) are crucial, so revisit them when available