Artificial Intelligence (AI)

Machine Learning. What does it mean?

What is it used for?

Types of Machine Learning

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Algorithms in Machine Learning

K-nearest Neighbors (KNN)

Linear Regression

Logistic Regression

Gradient descent

Decision Tree

Random Forest

Convolutional neural network

Generative Adversarial Networks (GANs)

Compositions of algorithms

Bagging

Stacking

Boosting

etc.