Completed
Materials
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Explore Changes in Art Over Time With Tidymodels
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Data set overview
- 3 The medium column
- 4 The artwork column
- 5 The distribution over time
- 6 Residuals
- 7 Biases
- 8 Materials
- 9 Preprocessing Data
- 10 Training Data
- 11 Token Filter
- 12 Transform to Matrix
- 13 Feature Preprocessing
- 14 Sparse Data
- 15 Change Range
- 16 Training
- 17 Results
- 18 RMSE
- 19 Penalty
- 20 Variable importance
- 21 Arranging by importance
- 22 Making a graph
- 23 Scales
- 24 Collect predictions
- 25 Collect predictions on art final
- 26 Filter predictions
- 27 Conclusion
