YouTube Lectures
Introduction
Local search
Logical Agents
Machine Learning - Basic Concepts
Classification
Classification using Neural Networks
Tree classifiers
Decision Tree
Ensemble Learners
ARM
Fuzzy Logic
Planning Lectures
Intelligent Agents
Informed Searching
Uninformed Search
Local Search Algorithms
Games
Description Logic
Inference Methods
Logic & Logic Agents
Inference Methods - in First Order Logic
First Order Logic
Introduction to Ontology
Introduction to Machine Learning
Linear Regression
Artificial Neural Networks
Decision Trees Classification
Lexical Semantics and Multilingualism
Introduction to Natural Language Processing
Probabilistic Language Modeling Introduction to N-grams
Introduction to Information Retrieval
WordNet EuroWordNet, and Global WordNet
Arabic Ontology
Midterm - Form 1
Midterm - Form 2
Midterm - Form 3
Midterm - Form 4
Final
Notes by Maryam Shaheen - Chapter (1,2,3)
Project 1