Welcome to Podcast 03 of Mindforge ML | Foundations to Intelligence,an educational podcast by Chatake Innoworks Pvt. Ltd.,published under the MindforgeAI initiative.

In this episode, we explore a fascinating idea in Machine Learning:Unsupervised Learning.Unlike supervised learning, this approach does not rely on labeled data orpredefined answers.

We discuss how machines can discover structure and meaning on their own byexamining large amounts of raw data. Using intuitive, real-life examples, thisepisode covers:

• What unsupervised learning is and why it is different
• How machines find hidden patterns without guidance
• The idea of clustering and grouping similar items
• Dimensionality reduction as a way to simplify complex data

This episode helps you understand the exploratory side of Machine Learning,where insight emerges from data without explicit instruction.

Series: Mindforge ML | Foundations to Intelligence
Unit: Unit 1 – Introduction to Machine Learning
Episode: Podcast 03
Produced by: Chatake Innoworks Pvt. Ltd.
Published under: MindforgeAI
Creator: CI Codesmith