Topic Tag: introduction-to-ml-english
AI652 Materials 5
Lesson 5 Lecture Notes [PDF] Clustering¶ Clustering can be considered the most important unsupervised learning problem; so, as every other problem of this kind, it…
AI642 Materials 4
Lesson 4 Lecture Notes [PDF] Decision Trees A decision tree is one of the supervised machine learning algorithms. This algorithm can be used for regression…
AI632 Materials 3
Lesson 3 Lecture Notes: Regularization [PDF] Lesson 3 Lecture Notes: Logistic Regression [PDF] Regularization What is Regularization? As we move towards the right in…
AI622 Materials 2
Lesson 2 Lecture Notes: Linear Regression [PDF] Lesson 2 Lecture Notes: Data Preparation [PDF] What is Regression? Regression analysis is one of the most important…
AI612 Materials 1
Lesson 1 Lecture Notes: Probability [PDF] Lesson 1 Lecture Notes: Linear Algebra [PDF] Probability Probability is the branch of mathematics concerning numerical descriptions of…
