Video Lectures :
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I have followed many video lectures during my Bachelors, Masters and PhD days for self study. Here are the lists that I prepared for aspiring statisticians:

Important Note: I do not have any copyright to any of these contents and it's just the YouTube links; all the rights are reserved with the respective universities / institutes. 

1. Topic: Pattern Recognition
Link: Full Video Lectures

​2. Topic: Regression Analysis
​Link: Full Video Lectures







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​3. Topic: Fundamentals of Statistics
Link: Full Video Lectures

​4. Topic: Machine Learning
Link: Full Video Lectures







​

​5. Topic: Deep Learning
Link: Full Video Lectures

​6. Topic: Reinforcement Learning
Link: Full Video Lectures







​

​7. Topic: Artificial Intelligence
Link: Full Video Lectures

8. ​Topic: Bayesian Data Analysis
Link: Full Video Lectures

​9. Topic: Matrix Methods in Data Analysis and Machine Learning
Link: Full Video Lectures

​10. Topic: Econometrics
Link: Full Video Lectures

​11. Topic: Introduction to Statistical Learning
Link: Full Video Lectures

​12. Topic: Statistical Machine Learning
Link: Full Video Lectures