Hands-on Machine Learning with Dataiku
Prof. Michalis Vlachos and Alexis Erne
This material was prepared for a 5-day course on Machine Learning at the ISM University of Management and Economics in June 2023. Educators and researchers are welcome to use this material. Just send me an email how you used this content.
Table of contents
- Day 1 Data Cleaning & Visualization
- Day 2 Regression & Classification
- Day 3 Text Analytics & Neural Networks
- Day 4 Clustering & Graph Analytics
- Day 5 Generative AI
The descriptions in the first few days will be very detailed. As we go on, and you become more acquainted with the Dataiku tool, some things will be implied, and not described in such great detail...