4.98(84 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

Projects

Student Ratings & Reviews

5.0
Total 84 Ratings
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AF
2 months ago
Great course!!
HT
1 month ago
Great course for SHAP!
HL
2 months 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 months ago
Useful course!
HA
3 months ago
Excellent !
KJ
3 months ago
Great explanation for SHAP / XAI. Thank you.
YC
3 months ago
Very informative, thank you!
HR
3 months ago
A very useful course if you are interested in XAI
TJ
3 months ago
A very useful course if you are interested in XAI
SS
3 months 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
3 months ago
Great!
AS
3 months ago
Easy step by step explanation. highly recommended!
YL
3 months ago
Very good explanation! It really helpful to understand.
JS
3 months ago
I just started and is a great way for learning this amazing topic, thank you and congrats for be careful creating this course.
XW
3 months ago
I think it's very useful!
SS
3 months ago
Great course! Learnt a lot. simple and easy to understand.
RS
3 months ago
The course is great
MP
3 months ago
Excellent course. Explains the key concepts of XAI and Shap in a very concise and clear manner.
MH
4 months ago
Simple and clear explanation!
­­
4 months ago
Great teacher - knows how to convey complex information well!
$49.00

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