Day12 ML Review - Gradient Descent (2)
Mathematical Explanation
Recent posts
Day11 ML Review - Gradient Descent (1)
Basic Concepts, Steps, and Key Consideration
Day10 ML Review - Gradient
Understanding Gradients in Machine Learning Applications
Day09 ML Review - Linear Regression (3)
SSE Sum Squared Error and Choosing Cost Function
Day08 ML Review - Linear Regression (2)
Cost Function and MSE Mean Squared Error
Day07 ML Review - Linear Regression (1)
Concepts Overview and Mathematical Calculation Exercise
Day06 ML Review - Principle Component Analysis (2)
Applications on Machine Learning & Further Explanations
Day05 ML Review - Principle Component Analysis (1)
Mathematical Definition & Algorithms
Day04 Basic Mathematics Review (4)
Bayesian Statistics, the Law of Total Probability, and Var-Cov Matrix
Day03 Basic Mathematics Review (3)
Eigendecomposition, Symmetric Matrix, and Eigendecomposition