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  • HOME
  • BIO
  • RESEARCH
    • PUBLICATIONS
    • RESEARCH INTERESTS
    • SOFTWARES
  • TEACHING
    • WORKSHOPS >
      • WORKSHOP ON ML
      • TOUR OF AI
      • Workshop on Data Analytics
    • STATISTICAL INFERENCE (MATH350)
    • DATA ANALYTICS (MBA)
    • MULTIVARIATE DATA ANALYTICS (MATH260)
    • MACHINE LEARNING (MATH370)
    • ANALYSIS (UG LEVEL)
  • TALKS
  • LIBRARY
    • LECTURE NOTES
    • BOOKS I WROTE
    • VIDEO LETURES
  • ForeML LAB
    • FOREML LAB
    • APPLY HERE
    • MEMBERS
  • SPOTLIGHT
    • MEDIA
    • EPICASTING
    • MACROCASTING
    • AI in Medicine
    • Spatiotemporal Modeling
    • Imbalanced Learning
  • ETC
Video Lectures :
​
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








​

​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

​​© 2013 onwards - Tanujit Chakraborty.​​