Evaluation Metrics
Understand the concept of evaluation metrics in machine learning through this classroom conversation.
Data Leakage
Understand the concept of data leakage and its challenges through this classroom conversation.
Class Imbalance
Understand the concept of class imbalance in machine learning and learn how to address it effectively.
Atomic Habits - My Perspective and Key Takeaways from James Clear's Book
Discover the valuable lessons learned from reading Atomic Habits by James Clear. Explore the author’s evidence-based approach to habit formation and how small changes can lead to remarkable results. Learn about the science of habit formation, the habit loop, and the four laws of behavior change. Find out how to make habits obvious, attractive, easy, and satisfying, and develop a better daily routine. Improve your health, productivity, and relationships with actionable advice from this essential book
Overfitting Vs Underfitting
Understand the concepts of overfitting and underfitting in machine learning models.