

162: The Power of Explainable AI
Jul 3, 2024
Industry expert and Director of Data Science at Western Digital, Srinimisha Morkonda Gnanasekaran, discusses the importance of explainable AI in AI decision-making. Topics include strategies for implementation, real-world examples of misclassifications, and techniques like decision trees and SHAP for model interpretability. The podcast also explores key considerations for successful AI adoption and essential skills for success in data science and AI.
Chapters
Transcript
Episode notes
1 2 3 4 5
Intro
00:00 • 2min
Importance of Explainable AI in Understanding Model Decision-making Process
01:54 • 16min
Exploring Explainable AI Techniques for Model Performance Improvement
17:46 • 2min
Exploring Various Aspects of AI Strategy and Adoption
19:18 • 4min
Key Skills for Success in Data Science and AI
23:03 • 5min