AI/ML Assignment 1 - Development Environment Setup & Data Exploration

Michael Tamirat

Environment Setup: Python Version

Python: 3.11.5

Libraries and Versions: numpy==1.24.3 pandas==2.1.0 matplotlib==3.7.2 seaborn==0.12.2 scikit-learn==1.3.1 jupyter==1.0.0

Summary of key findings: It's very easy to identify and distinguish the difference between Setosa and the other species. The petal width histogram shows two different peaks, or humps, in the data. One for Virginica and Versicolor wider petals, and another for Setosa narrow petals. This two-peak structure makes it obvious that the dataset contains two distinct groups.