Day25 Statistics Review (4)
Population Proportions, p-values & Confidence Intervals, and Type I & II Errors
Recent posts
Day24 Statistics Review (3)
Test Statistics (Z-Test, t-Test, and Chi-Squared Test)
Day23 Statistics Review (2)
Law of Large Numbers, Central Limit Theorem, and Hypothesis Testing (1) - General Setup
Day22 Statistics Review (1)
Properties of Random Variable
Day21 Probability Review (3)
Continuous Probability Distribution and Markov Chains
Day20 Probability Review (2)
Joint, Marginal, & Conditional Probability Distributions, and Discrete & Poisson Distributions
Day19 Probability Review (1)
Basic Probability - Counting and Random Variables
Day18 ML Review - Principle Component Analysis (3)
Applying PCA in Machine Learning and Scree Plot
Day17 ML Review - Regularization
Concepts, Types of Regularization, and How It Works
Day16 ML Review - R-squared (3)
Further Analysis on R-Squared