Machine Learning: July 2025 B

Unit 2: Exploratory Data Analysis

Unit Notes

The objective of this unit was to gain an introductory grasp of Exploratory Data Analysis (EDA), with a focus on identifying unusual, abnormal, or outlier points in a set of data points for the purpose of normalizing training data for machine learning applications.

My takeaway was a grasp of how to perform baseline EDA on real world data to prepare it for machine learning analysis.

No new portfolio exercises were assigned in Unit 2.