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
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Outline
00:00 -
Code and Requirements
00:00
Introduction to XAI
Linear Models
Model Agnostic Methods
Student Ratings & Reviews
I think this is a very good introduction to XAI. Some things could be more detailed like the logic behind each explanation and some things could be omitted like so much talk about correlation and datasets (although I know that is very important).
Perfect thank you so much !
Even if you are not a native english speaker, this course with all the informations and examples are great to learn a lot about XAI.
Please keep up with this good work.
Please keep up with this good work.
Excellent overview of XAI frameworks with implementation codes. The topic covered in the course is highly informative.
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
