5
Feature Engineering
Advanced Data Science Programming
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Preface
About the Book
1
Advanced Programming
2
Modularization & OOP
3
API & Data Integration
4
Advanced Data Wrangling
5
Feature Engineering
6
Predictive Modeling
7
Interactive Visualization
8
Performance Evaluation
9
Deployment
10
MLOps & Monitoring
Table of contents
5.1
Feature extraction
5.2
Scaling & normalization
5.3
Feature selection
5.4
Dimensionality reduction
5.5
Imbalanced data handling
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5
Feature Engineering
5.1
Feature extraction
5.2
Scaling & normalization
5.3
Feature selection
5.4
Dimensionality reduction
5.5
Imbalanced data handling
4
Advanced Data Wrangling
6
Predictive Modeling