12. Classification Model
Details information about the Classification Model
11. Entropy
Details information about the Entropy
10. Dataset
Details information about the Dataset
09. Duality
Details information about the Duality
08. Optimization Problems
Details information about the Optimization Problems
07. Gradient Descent for Multi-Variable Functions
Details information about the Gradient Descent for Multi-Variable Functions
06. Stochastic Gradient Descent
Details information about the Stochastic Gradient Descent
05. Gradient Descent
Details information about the Gradient Descent
04. Data Dimension Greater than the Number of Data Points
Details information about the Data Dimension Greater than the Number of Data Points
03. Matrix Diagonalization and Eigen Decomposition
Details information about the Matrix Diagonalization and Eigen Decomposition
02. Convex Functions
Details information about the Convex Functions
01. Convex Set
Details information about the Convex Set
