InsideAI, Machine Learning and Deep Learning Are Not the Same Thing
Topic 1 of my AI track: what AI, machine learning and deep learning actually are, how they nest, the three types of ML, and a tiny hands-on classifier.
Topic 1 of my AI track: what AI, machine learning and deep learning actually are, how they nest, the three types of ML, and a tiny hands-on classifier.
Topic 8 of my AI track: training a Random Forest on NSL-KDD-style network traffic, 99.7% weighted accuracy, and the rare attack class it quietly missed.
Topic 3 of my AI track: reinforcement learning explained simply, agents, rewards and policies, then Q-learning vs SARSA and epsilon-greedy.
Topic 2 of my AI track: supervised learning and its five classic algorithms, linear and logistic regression, decision trees, Naive Bayes and SVMs.