Introduction to Statistics and Data Analysis
Steve Brunton
199,464 views
This video provides a high level overview of this new short course on Statistics. Statistics is the process of learning a probability distribution, given data, and it is a foundation of machine learning.
This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company
%%% CHAPTERS %%%
00:00 Intro
03:58 Course Outline
05:15 Topic: Survey Sampling
08:55 Topic: Hypothesis Testing
14:30 Topic: Fitting Distributions
18:40 Topic: Bayesian Statistics
21:17 Outro
20 Comments
As an engineer working in this field, I have spent a few weeks going over the probability playlist. Really appreciate that you spent time working through the proofs!
Now I'm really excited to start this series at the beginning of the new year🎉
I plan to encourage my high school junior and college sophomore to watch your series as well 😊
Thank you very much for your time and support. I would like to kindly ask if you could provide us with guidance or resources on applying reinforcement learning to black-box systems using MATLAB.
Your expertise would be greatly appreciated.
Introduction to Statistics and Data Analysis
Steve Brunton
199,464 views
This video provides a high level overview of this new short course on Statistics. Statistics is the process of learning a probability distribution, given data, and it is a foundation of machine learning.
This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company
%%% CHAPTERS %%%
00:00 Intro
03:58 Course Outline
05:15 Topic: Survey Sampling
08:55 Topic: Hypothesis Testing
14:30 Topic: Fitting Distributions
18:40 Topic: Bayesian Statistics
21:17 Outro