Sammy Academy
ML & AI: From Zero to Hero
Math
Linear Algebra
Calculus
Probability and Statistics
Programming
Python
Numpy
Pandas
Matplotlib
Basic Machine Learning
Linear Regression
Logistic Regression
Support Vector Machine
Decision Trees
Random Forests
Dimensionality Reduction
Clustering (Unsupervised Learning)
Advanced Machine Learning
Neural Network and Deep Learning
Computer Vision
Recurrent Neural Network
Natural Language Processing
Autoencoders
Generative Adversarial Networks
Diffusion Models
Reinforcement Learning
Tensorflow
Linux
About
Linear Algebra
Matrices
Introduction to Matrices
Adding and Subtracting Matrices
Multiplying Matrices
Determinants
Multiplicative Inverse of a Matrix