Explainable Machine Learning (XAI)
Completed by LEENA NASER ALI ALOTAIBI LEENA NASER ALI ALOTAIBI
April 2, 2025
14 hours (approximately)
LEENA NASER ALI ALOTAIBI LEENA NASER ALI ALOTAIBI's account is verified. Coursera certifies their successful completion of Explainable Machine Learning (XAI)
What you will learn
Explain and implement model-agnostic explainability methods.
Visualize and explain neural network models using SOTA techniques.
Describe emerging approaches to explainability in large language models (LLMs) and generative computer vision.
Skills you will gain
- Category: Scientific Visualization
- Category: Model Evaluation
- Category: Generative AI
- Category: Artificial Neural Networks
- Category: Generative Model Architectures
- Category: Deep Learning
- Category: Image Analysis
- Category: Machine Learning Methods
- Category: Machine Learning
- Category: Applied Machine Learning
- Category: Data Ethics
- Category: Large Language Modeling
