AI Ninja Program
Cyan eye
— Data & observation. See what the model sees.
Purple eye
— Intelligence & intuition. Think like a network.
Neural bridge
— Connecting data to decisions.
Hood & headband
— The ninja identity. Mastery through practice.
Orbiting nodes
— Data in motion. Always learning.
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Stage 1: Classic ML
Foundations of machine learning with scikit-learn
AI Foundations · ~7.7 hrs
1
What is Machine Learning?
Explore the digits dataset interactively
2
Linear Regression
Predict continuous values with a straight line
3
Logistic Regression
Binary classification and decision boundaries
4
Decision Trees
Tree-based models and feature importance
5
Model Evaluation
Metrics, cross-validation, and overfitting