Unit 2 – Data Prep & Feature Engineering for ML Cheatsheets

AI-generated Unit 2 – Data Prep & Feature Engineering for ML cheatsheets for Machine Learning Engineering with one-page visual study aids for the key concepts, formulas, and definitions from this unit.

generate your own visual cheatsheets

choose a topic in Machine Learning Engineering

select a topic

​

add custom requests (optional)

​

generate visual cheatsheetThis may take 30-60 seconds to generate

visual cheatsheet gallery - unit 2(3)

create newdownload unit zip

subject

Machine Learning Engineering

​

unit

Unit 2 – Data Prep & Feature Engineering for ML

​

topic

all topics

​

subscribe to view

Unit 2 - 2.2 Exploratory Data Analysis

generated on 1/14/2026

subscribe to view

Unit 2 - 2.3 Feature Selection and Extraction

generated on 1/14/2026

subscribe to view

Unit 2 - 2.4 Data Augmentation Techniques

generated on 1/14/2026

view all Machine Learning Engineering cheatsheets