XAI with Python
About Course
With shifting customer sentiment and movements to regulate AI, aspects like interpretability, fairness and safety are becoming more important. This course gives you the tools to help stay ahead of those trends. We learn to build interpretable models and explain those models using LIME, SHAP, PDPs, ICE Plots, ALEs and Friedman's H-stat. The course is ideal for anyone who wants to take their first steps towards becoming an XAI expert.
Course Parts
Course Info
-
Outline
00:00 -
Code and Requirements
00:00
Introduction to XAI
Linear Models
Model Agnostic Methods
Student Ratings & Reviews
Great lectures and mind-blowing eBook and quite easy to assimilate
Very well organised and thorough!
It is a very informative introductory course!
Good for researchers who want to start their XAI research!
Great course, very clear and concise. Maybe more examples or exercises would help!
Good for researchers who want to start their XAI research!
Great course, very clear and concise. Maybe more examples or exercises would help!
Good course and information.
Excellent introduction on XAI, very pedagogic course that explains topics that are rarely explained in a traditional machine learning path.
The author give us a good and concise idea about what is XAI. Very nice course!
great course! passed in a fun and easy to understand way even though the subject is intermediate.
very helpful contents!
It is a very informative introductory course! Good for researchers who want to start their XAI research!
The course balances beween detailed explanations and easy-to-grasp content. Congratulations for having such a well-prerared material and structure!
Extremely Helpful for explain more details on how models work
a good start for a beginner! The course is well designed for understanding!
Really nice content!!
very informative and concise. helped a lot to understand xai
Great course, very clear and concise. Maybe more examples or exercises would help!
Nice course and introduction to XAI
Awesome course. Very hard to find good quality information on XAI online. This is well organized and well explained.
Was stuck up on too much of resources! Really streamlined my vision of XAI, and I'm just getting started. Thanks!
Amazing resource for being free!
Great materials!
