Welcome to Podcast 02 of Mindforge ML | Foundations to Intelligence,an educational podcast by Chatake Innoworks Pvt. Ltd.,published under the MindforgeAI initiative.

In this episode, we explore one of the most important ideas in Machine Learning:Supervised Learning.This is the learning method where machines are trained using examples thatalready have correct answers.

Through simple, intuitive examples, we discuss:

• What supervised learning really means
• Why labeled data acts like a “teacher” for machines
• The difference between classification and regression
• How everyday systems like email spam filters and price prediction work

Rather than focusing on algorithms or mathematics, this episode helps you builda clear mental model of how machines learn when guidance is available.

Series: Mindforge ML | Foundations to Intelligence
Unit: Unit 1 – Introduction to Machine Learning
Episode: Podcast 02
Produced by: Chatake Innoworks Pvt. Ltd.
Published under: MindforgeAI
Creator: CI Codesmith