Probability
-
Where the gambler’s fallacy shows up in data science and what to do about it
12 min read -
Union, Intersection, Independence, Disjoint, Complement: Advanced Probability for Data Science Series (1)
12 min read -
Understanding Distributions with Extremes: Probability for Data Science Series (END)
13 min read -
A practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)
11 min read -
7 basic classifiers reveal their prediction confidence math
18 min read -
The Science Behind Better Guesses
8 min read -
Understanding key concepts such as Monte Carlo Methods, Bayes’ Theorem or Gradient Descent can be…
23 min read -
How “election pundit predictions” betray a misunderstanding of probability
10 min read -
Do you know which of these is a malmsey? Can you make a good guess?
10 min read -
A Practical Guide to Applying Probability Concepts with Python in Real-World Contexts
14 min read