Machine Learning

Machine Learning Tutorial

A step-by-step walkthrough of basic supervised learning workflows using the Iris dataset.

Jun 2023 Eng. Ameen Qahtan

Project Overview

This notebook demonstrates the end-to-end process of loading the Iris dataset, splitting into training and test sets, and applying two different classifiers (Logistic Regression and K-Nearest Neighbors). It covers model training, prediction, and evaluation via accuracy, confusion matrices, and classification reports .

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Machine Learning Tutorial
Project Details
Category
Machine Learning
Completed
Jun 19, 2023
Technologies
Python 3 Jupyter Notebook datasets model_selection linear_model neighbors metrics