Interpretable Machine Learning
Completed by Heather Whitney
August 18, 2025
13 hours (approximately)
Heather Whitney's account is verified. Coursera certifies their successful completion of Interpretable Machine Learning
What you will learn
Describe and implement regression and generalized interpretable models
Demonstrate knowledge of decision trees, rules, and interpretable neural networks
Explain foundational Mechanistic Interpretability concepts, hypotheses, and experiments
Skills you will gain
- Category: Responsible AI
- Category: Artificial Neural Networks
- Category: Machine Learning
- Category: Python Programming
- Category: Large Language Modeling
- Category: Deep Learning
- Category: Regression Analysis
- Category: Machine Learning Algorithms
- Category: Decision Tree Learning
- Category: Data Ethics
- Category: Embeddings
- Category: Statistical Modeling
