Data Science & Artifical Intelligence utils functions in Python
Example notebooks structure:
1 - Data Analysis (+ 1st Features Engineering & Selection)
... Plan
Statistical analysis of each variable
... Summary
2 - Preprocessing (+ 2nd Features Engineering)
... Plan
Na
Categorical
Rebalance
Partitioning
3 - Baseline (machine learning)
... Plan
Features Engineering
Features Selection
Preprocess Test
Train
Evaluate
Visualize model
Explainability
... Summary
4 - Model Desing & Testing (deep learning)
... Plan
Features Engineering
Features Selection
Preprocess Test
Train
Evaluate
Visualize model
Explainability
... Summary