Here are the links to all of my best content on statistics
- Introduction and Recommendation on how to learn this material
- The Normal Curve
- This is “How is data distributed in real life?”
- Hypothesis Testing – Aka Statistical Significance
- This is “How do you know if some observed difference is a systematic effect or just random noise?”
- Permutations / Combinations
- This is “How many different ways can we reorder this set of data?”
- Bayes Theorem
- This is “I had an estimate of some probability, now I got more data, how does that probability change?”
- Metrics – R2, Mean Squared Error, Mean Absolute Error, etc.
- This is “So you have a process/equation to simulate some data that you collected. How can you measure if your simulation is any good?”
- Linear Regression / Correlation
- This is “You have a bunch of data, please give me a simple equation to simulate that data”
- Sampling