Kaggle Mini Courses - Feature Engineering v2.0
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 What Is Feature Engineering
Learn the steps and principles of creating better features
2 Mutual Information
Locate features with the most potential.
3 Creating Features
Transform features with Pandas to suit your model.
4 Clustering With K-Means
Untangle complex spatial relationships with cluster labels.
5 Principal Component Analysis
Discover new features by analyzing variation.
6 Target Encoding
Boost any categorical feature with this powerful technique.
7 Bonus Lessons
Feature Engineering for House Prices
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 🎉