Machine Learning Basics
Build and evaluate your first machine-learning models.
AI & Data ScienceIntermediateClass 9–122 modules6 lessons
What students will learn
- Split data into train and test
- Train a model and read its accuracy
- Spot overfitting
Curriculum
Module 1 · Data First
- Features and labelsPreviewVideo
- Train/test splitActivity
- CheckpointQuiz
Module 2 · Models That Learn
- Your first classifierActivity
- Accuracy and mistakesVideo
- Avoiding overfittingReading