Welcome to Podcast 05 of Mindforge ML | Foundations to Intelligence,an educational podcast by Chatake Innoworks Pvt. Ltd.,published under the MindforgeAI initiative.

In this episode, we shift our focus from learning methods to the real world andexplore how Machine Learning is applied in everyday life.Many of these applications work quietly in the background, shaping decisionswithout us even noticing.

Using relatable examples, this episode discusses how machine learning is usedacross different domains, including:

• Healthcare – medical diagnosis, imaging, and risk prediction
• Finance – fraud detection, credit scoring, and transaction monitoring
• E-commerce – product recommendations and personalized experiences
• Transportation and agriculture – high-level, practical use cases

The goal of this episode is to help you connect machine learning concepts toreal-world systems and understand why ML has become such a powerful and widelyused technology.

Series: Mindforge ML | Foundations to Intelligence
Unit: Unit 1 – Introduction to Machine Learning
Episode: Podcast 05
Produced by: Chatake Innoworks Pvt. Ltd.
Published under: MindforgeAI
Creator: CI Codesmith