Practical ML - Feature Engineering
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Section 2: Introduction to Feature Engineering

Introduction to Feature Engineering Slides
Introduction to Feature Engineering Python Notebook
01 - Theory - Part 1
02 - Theory - Part 2
03 - Theory - Part 3
04 - Coding: Introduction
05 - Coding: Resampling
06 - Coding: Dealing with Missing Values
07 - Coding: Outliers
08 - Coding: Transformations
09 - Coding: Lookahead Bias
10 - Coding: Dummy Variables
11 - Coding: Time Awareness
12 - Coding: Interaction Terms
13 - Coding: Basic Feature Selection
Introduction to Feature Engineering Sumary Quiz
Section 4: Case Study - Feature Engineering

Feature Engineering Slides
Feature Engineering Python Notebook
01 - Imports
02 - Features 1 to 3
03 - Features 4 to 6
04 - EDA, Part 1
05 - EDA, Part 2
06 - EDA, Part 3
07 - EDA, Part 4
08 - EDA, Part 5
Feature Engineering Summary Quiz

02 - Theory - Part 2

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