Tag: machine-learning
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RL Fundamentals: MDP, Bellman Equation, and Value Functions
Learn the foundations of Reinforcement Learning โ MDP framework, policies, value functions, Bellman equation, and exploration strategies with hands-on Python code.
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Gold Price Prediction: Jupyter Notebook to REST API
Build production gold price API with model versioning, drift detection, and monitoring. From Jupyter notebook to deployment in 7 steps.
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Part 3: Handling Imbalanced Data: SMOTE, ADASYN, and Beyond
SMOTE vs ADASYN vs cost-sensitive learning on Kaggle fraud data. Benchmark shows which method wins at precision, recall, and edge cases.