Skill

Augment and Feature Engineer Data for Data Science

with Jonathan Barrios

Join Jonathan Barrios as we learn to organize data for feature engineering.

Skill Outline

1. Introduction (04:43:00)
2. Explore the Datasets (5:30)
3. Data Augmentation and Enrichment (6:23)
4. Ground Truth Labeling (6:49)
5. Feature Engineering (4:36)
6. Merging and Combining Data with SQL JOINS (6:39)
7. Left, Right, Full, Anti, and Fuzzy Joins (continued SQL JOINS) (7:43)
8. Cleaning Data (0:00)
9. Cleaning Data (10:32)
10. Interpolation and Extrapolation (2:49)
11. Outlier Detection (6:48)
12. Challenge 🎉 (1:25)
13. Class Imbalances (0:00)

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