Advanced Topics

Natural Language Processing (word2vec → GPT)

Computer Vision (Transfer Learning, Detection, Segmentation)

Deep Reinforcement Learning (DQN, PPO, AlphaZero)

Bayesian Methods in ML

Graph Neural Networks (GNNs)

Causal ML & Counterfactual Reasoning

Self-Supervised Learning

Meta-Learning & Few-Shot Learning

Multimodal AI (Vision-Language Models)

Numerical Stability in Deep Learning

Fairness, Ethics, and Responsible AI

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Advanced Machine Learning & AI Topics

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