4.97 (91 Ratings)

SHAP with Python

About Course

Learn to use SHAP to interpret machine learning models.

What I will learn?

  • Theory behind Shapley values
  • Calculating SHAP values
  • SHAP aggregations
  • Custom SHAP plots
  • Interactions values
  • Categorical target variables and features
  • SHAP for computer vision

Course Curriculum

Introduction

  • Course outline
  • Code and requirements
    00:00

Theory

Python Code

Additional Resources

Student Ratings & Reviews

5.0
Total 91 Ratings
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UK
11 months ago
The most amazing one—deep intuition fused with technical mastery!
AB
1 year ago
Thank you very much for this course, it provided a general knowledge about SHAP analysis and the codes & examples were really useful.
I'll definitely try to perform an analysis by myself. Thanks again!
Thank you so much!
MA
1 year ago
It's a fantastic course in Shap!
TS
2 years ago
Very intuitive and well explained!
DD
2 years ago
I'm really enjoying learning about SHAP.

One of the best courses on SHAP on the web! It has helped me understand the subject. Thank you very much!
SH
2 years ago
Explainations were good. Solutions for challenges would have been helpful
AF
2 years ago
Great course!!
HT
2 years ago
Great course for SHAP!
HL
2 years ago
Before the course:
What are these coloured bars and how on earth do I interpret them
After the course:
Ahhhhhhhhhh! Finally... And it's not even that complicated ("game theory": they're just trying to scare you)
KK
2 years ago
Useful course!
HA
2 years ago
Excellent !
KJ
2 years ago
Great explanation for SHAP / XAI. Thank you.
YC
2 years ago
Very informative, thank you!
HR
2 years ago
A very useful course if you are interested in XAI
TJ
2 years ago
A very useful course if you are interested in XAI
SS
2 years ago
This course is really helpful to understand What Shap is and How helpful it can be in determining features that contribute in the prediction.
The course is short, simple and sorted. Well structured. Kudos to the Course Designer!
CE
2 years ago
Great!
AS
2 years ago
Easy step by step explanation. highly recommended!
YL
2 years ago
Very good explanation! It really helpful to understand.
$49.00

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