Machine Learning 1: What is Machine Learning? | Types of Machine Learning?

What is Machine Learning?

Machine Learning is the branch of computer science for developing algorithms and statistical models which computer systems can use to solve specific type of tasks.

Mathematics for Machine Learning:

• Algebra (Equations, Vectors, Matrices)

• Calculus(Function, Derivatives, Integrals)

• Graphs

• Statistics

• Probability

• Set Theory

Types of Machine Learning?

All machine learning algorithms are categorized into three categories:

• Supervised and semi-supervised learning

• Unsupervised leaning

• Reinforcement learning