Kaggle Mini Courses - Intermediate Machine Learning
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/intermed...
1 Introduction
Review what you need for this Micro-Course
2 Missing Values
Missing values happen. Be prepared for this common challenge in real datasets.
3 Categorical Variables
There's a lot of non-numeric data out there. Here's how to use it for machine learning
4 Pipelines
A critical skill for deploying (and even testing) complex models with pre-processing
5 Cross-Validation
A better way to test your models
6 XGBoost
The most accurate modeling technique for structured data
7 Data Leakage
Find and fix this problem that ruins your model in subtle ways
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 🎉