Machine-learning

Published on
September 26, 2025
Reinforcement Learning: From Theory to Practice - A Mathematical Journey
machine-learning reinforcement-learning markov-decision-process q-learning deep-learning theory mathematics ai
Explore the theoretical foundations of reinforcement learning, from Markov Decision Processes and Bellman equations to Q-learning and deep reinforcement learning, with practical insights and minimal code examples.
Published on
August 7, 2025
Basic MLOps with LitServe: Deploy Scikit-Learn Models in Minutes
mlops litserve scikit-learn python machine-learning deployment
Learn how to deploy scikit-learn models using LitServe, the new high-performance serving framework from Lightning AI. From training to production deployment in just a few lines of code.