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Great Learning has provided this free 7 hour course on statistics for Data Science.

This course will be taught by Dr.Abhinanda Sarkar who has his Ph.D. in Statistics from Stanford University. He has taught applied mathematics at the Massachusetts Institute of Technology (MIT); been on the research staff at IBM; led Quality, Engineering Development, and Analytics functions at General Electric (GE); and has co-founded OmiX Labs.

These are the topics covered in this full course:

  1. Statistics vs Machine Learning – 2:22
  2. Types of Statistics [Descriptive, Prescriptive and Predictive] – 9:05
  3. Types of Data – 1:50:45
  4. Correlation – 2:46:02
  5. Covariance – 2:52:33
  6. Introduction to Probability – 4:26:55
  7. Conditional Probability with Baye’s Theorem – 5:24:00
  8. Binomial Distribution – 6:17:01
  9. Poisson Distribution – 6:36:02
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2 comments

  • Heena
    Heena

    Your blog is very helpful for beginners who want to learn Data science. I am also a Data science developer. I had done Data Science course from TGC India. They offer a variety of tutorials covering everything from the processes of Data Science to how to get started with Data Science.

    • Frank
      Frank

      Thanks! Data/AI skills are core to the next five years of the job market. I’m glad I can help more people discover the wonders of data! 🙂

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