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- Creating Computational Features
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Classroom Contents
Prepare Your Data for Machine Learning Like a Rockstar Data Engineer With DataRobot AI Platform
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- 1 - Video Start
- 2 - Video Content Intro
- 3 - AI Platform various functionalities
- 4 - Data Preparation
- 5 - AI catalog Library Video and explanation
- 6 - Creating Data Preparation Project
- 7 - Filtergram - EDA
- 8 - Creating Computational Features
- 9 - Outlier Detection and Removal
- 10 - Lookup Tables and Data Join
- 11 - Conditional Computational Features
- 12 - Window Functions with aggregation, ranking
- 13 - Shape function, pivot, transpose
- 14 - Feature or columns adjustment
- 15 - Publish data Lens to AI Catalog
- 16 - Recap
- 17 - Credits
