Dimensionality Reduction and visualization introduction Lecture 1@ Applied AI Course

Row Vector, Column Vector: Dimensionality reduction and visualization Lecture 2 @Applied AI Course

Represent a Data Set :Dimensionality reduction and visualization Lecture 3 @ Applied AI Course

Represent a dataset as a Matrix: Dimensionality reduction Lecture 4@Applied AI Course

Data preprocessing: Column normalization-Dimensionality reduction Lecture 5 @ Applied AI Course

Mean of a data matrix: Dimensionality reduction and visualization Lecture 6@ Applied AI Course

Data preprocessing: Column standardization-Dimensionality reduction Lecture 7@ Applied AI Course

Co-variance of a data Matrix Dimensionality reduction and visualization Lecture 8 @Applied AI Course

Explanation of the data set: MNIST Data Set(784 Dimensional) Lecture 9 @Applied AI Course

Code to load MNIST Data set: Dimensionality reduction Lecture 10@ Applied AI Course