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: Artificial Neural Networks
- Category: Python Programming
- Category: Regression Analysis
- Category: Data Ethics
- Category: Embeddings
- Category: Responsible AI
- Category: Machine Learning
- Category: Deep Learning
- Category: Statistical Modeling
- Category: Machine Learning Algorithms
- Category: Large Language Modeling
- Category: Decision Tree Learning
