Dima
Bykhovsky
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Courses
ML
Random Processes Course
- Recommended reading
Software resources
Wolfram Alpha
examples for
random variables
Free
Matlab
courses at
Matlab Academy
Supplementary books
Intuitive Probability and Random Processes using MATLAB® by Steven M. Kay
(link)
, available online through SCE library
Schaum’s Outline of Probability, Random Variables, and Random Processes, 3rd Edition by Hwei Hsu
(link)
, available online through SCE library
General knowledge links (mostly from Wikipedia)
Examples of fallacies:
prosecutor’s fallacy
Regression fallacy
that tries to explain “lucky-shot” events and fails afterwards.
Bad luck of a nurse that has got life imprisonment by
non-careful statistical evaluation
Sally Clark
that was found guilty of the murder of her two infant sons “statistically”.
Controversial
Lucy Letby
case.
Nice biometry approach by
Alphonse Bertillon
Counter-intuitive
Monty Hall paradox