Скачать или смотреть Kaggle Mini Courses - Machine Learning Explainability

Event page: https://www.meetup.com/Deep-Learning-...

Join us for our 4th adventure on our journey to deep learning and data science in general 🎉 We are also sharing with our community our upcoming adventures!

We are refreshing our toolkit with some traditional tools like data visualization, machine learning, SQL and as always, deep learning. We are taking the Kaggle Mini Courses as a group so join us, study ahead and volunteer to lead a session!
https://www.kaggle.com/learn/overview

The courses are free, and you can now earn certificates. Just bring your curiosity and get ready to meet our growing community 😀

Agenda:
Introductions and get to know our community

Deep Learning Adventures - Coding Presentation:
We will be following the course material and exercises at:
https://www.kaggle.com/learn/machine-...

1 Use Cases for Model Insights
Why and when do you need insights?

2 Permutation Importance
What features does your model think are important?

3 Partial Plots
How does each feature affect your predictions?

4 SHAP Values
Understand individual predictions

5 Advanced Uses of SHAP Values
Aggregate SHAP values for even more detailed model insights

Deep Learning YouTube playlists, feel free to share and subscribe 😀
Our BRAND NEW Kaggle Mini Course sessions are available at
http://bit.ly/dla-kaggle-courses

Join us on Slack:
https://join.slack.com/t/deeplearning...

Spread the word about our meetup 🎉