IBA: Intro to AI - Lecture 1 - Course overview, history and applications of AI.
IBA: Intro to AI - Lecture 14 - Bayesian Networks
IBA: Intro to AI - Lecture 6 - A* and Local Search
IBA: Intro to AI - Lecture 11 - Knowledge, Reasoning and Planning
IBA: Intro to AI - Lecture 10 - Constraint Satisfaction Problems
IBA: Intro to AI - Lecture 12 - Uncertain Knowledge and Reasoning
IBA: Intro to AI - Lecture 5 - Informed Heuristic Search
IBA: Intro to AI - Lecture 2 - Applications of RL, GANs, NLP; Intelligent Agents
IBA: Intro to AI - Lecture 25 - Machine Learning - Decision Trees, Random Forests.
IBA: Intro to AI - Lecture 13 - Bayes' Theorem with examples
IBA: Intro to AI - Lecture 17 - Machine Learning - Artificial Neural Networks(1)
IBA: Intro to AI - Lecture 24 - Machine Learning - TensorFlow, Accuracy, Precision and Recall.
IBA: Intro to AI - Lecture 20 - Machine Learning - Convolutional Neural Networks (1)
IBA: Intro to AI - Lecture 19 - Machine Learning - Artificial Neural Networks(3)
IBA: Intro to AI - Lecture 26 - Machine Learning - ROC and KNN algorithm
IBA: Intro to AI - Lecture 4 - Search Strategies : Depth vs Breadth First Search
IBA: Intro to AI - Lecture 18 - Machine Learning - Artificial Neural Networks(2)
IBA: Intro to AI - Lecture 7/8 - Adversarial Search
IBA: Intro to AI - Lecture 27 - Machine Learning - KNN, Parametric Models, Logistic Regression, SVM
IBA: Intro to AI - Lecture 21 - Machine Learning - Convolutional Neural Networks (2)
IBA: Intro to AI - Lecture 16 - Probabilistic Reasoning over Time(2)
IBA: Intro to AI - Lecture 9 - Alpha Beta pruning in Adversarial search
IBA: Intro to AI - Lecture 23 - Machine Learning - Regularization, Deep Reinforcement Learning (DRL)
IBA: Intro to AI - Lecture 15 - Probabilistic Reasoning over Time(1)
IBA: Intro to AI - Lecture 3 - Intelligent Agents(2), Problem Solving Agent
