Intro to Machine Learning

Build your first ML models. Use scikit-learn to train classifiers and regressors on real datasets.

~12h total

6 lessons

~4h content

Pro Access

✦ Includes mini project

⭐ Certificate of completion

No setup required · 100% browser-based

What You'll Learn

Train classification and regression models

Split data into train/test sets

Evaluate models with accuracy, RMSE, and confusion matrices

Understand feature importance

6 lessons · ~225 minutes

scikit-learn Workflow

25 min

Concept

Train/Test Split

25 min

Code-Along

Linear Regression

40 min

Code-Along

Classification with Decision Trees

40 min

Code-Along

Model Evaluation

35 min

Code-Along

Project: House Price Predictor

60 min

Project

Python 3scikit-learnPandasMatplotlib