Skip to content

Commit 0b1dd4c

Browse files
committed
docs: Add comprehensive curriculum plans for future ML repositories
Add detailed planning documents for two companion repositories: - UNSUPERVISED_ML_PLAN.md: Complete curriculum for unsupervised learning including clustering (K-Means, DBSCAN, GMM), dimensionality reduction (PCA, t-SNE, UMAP), anomaly detection, matrix factorization, topic modeling, and deep unsupervised learning (autoencoders, VAE). 12 lessons + 4 X-series guides = 32 notebooks planned. - REINFORCEMENT_LEARNING_PLAN.md: Complete curriculum for RL from MDPs to modern deep RL, covering classical methods (DP, MC, TD learning), deep RL (DQN, PPO, SAC), advanced topics (multi-agent, hierarchical, offline RL). 15 lessons + 4 X-series guides = 38 notebooks planned. Both follow the same pedagogical approach: theory + practical notebooks, from first principles, story-driven, Google Colab compatible.
1 parent bc003a0 commit 0b1dd4c

File tree

2 files changed

+867
-0
lines changed

2 files changed

+867
-0
lines changed

0 commit comments

Comments
 (0)