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Feature Engineering - Extraction | Data Processing (Numpy / Pandas) | Pytopia

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Data Processing (Numpy / Pandas)
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Feature Engineering - Extraction

Feature Engineering - Extraction

Exploratory Data AnalysisLecture 38 of 391h 3mVideoUpdated July 2025

Watch the videoyoutube.comOpen on youtube.com (opens in a new tab)

Course content

5 sections · 39 lectures · 28h 13m

1Video: Introduction to Exploratory Data Analysis48 min
2Video: Examining Data Types and Structure59 min
3Video: Handling Missing Data1h 7m
4Video: Normalization and Standardization46 min
5Video: Data Irregularities (Outliers)1h
6Video: Encoding Categorical Variables53 min
7Video: Handling Duplicate Data1h 3m
8Video: Feature Engineering - Creation and Transformation58 min
9Video: Feature Engineering - Extraction1h 3m
10Video: Feature Engineering - Selection1h 7m