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 2: Intermediate ML
Feature engineering, ensembles, and unsupervised learning
AI Foundations · ~6.0 hrs
1
Feature Engineering
Transform raw data into useful features
2
Random Forests
Ensemble methods and bagging
3
k-Means Clustering
Unsupervised learning for security
4
Cross-Validation & Overfitting
Generalization and model selection