Kaggle Mini Courses - Feature Engineering
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/feature-...
1 Baseline Model
Building a baseline model as a starting point for feature engineering
2 Categorical Encodings
There are many ways to encode categorical data for modeling. Some are pretty clever.
3 Feature Generation
The frequently useful case where you can combine data from multiple rows into useful features
4 Feature Selection
You can make a lot of features. Here's how to get the best set of features for your model.
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 🎉
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