Machine Learning Basics

• Types of ML: Supervised, Unsupervised, Reinforcement
• ML Use Cases in Telecom Networks

Supervised Learning

• What is Supervised Learning ?
• Types of supervised learning
• Use of Supervised learning in Telecom

Linear Regression

• What is Linear Regression
• Hypothesis
• Cost Function
• Gradient Descent
• Use of linear regression in Telecom

Logistic Regression

• What is Logistic Regression
• Sigmoid Function