Laila Shoukry

Intelligent Agents (Part 1) - Fall 2022

Laila Shoukry

Introduction to AI (Part 2) - Fall 2022

Laila Shoukry

Introduction to AI (Part 1) - Fall 2022

Laila Shoukry

Propositional Logic Review - newest Spring 2024

Laila Shoukry

Knowledge-based Agents + Propositional Logic Review - newest updated Spring 2024

Laila Shoukry

NN Lec 7 Weight Initialization and Advanced Regularization

Laila Shoukry

NN Lec 5 SGD and NN Learning

Laila Shoukry

NN Lec 4 Part 2 Backpropagation and Regularization

Laila Shoukry

NN Lec 4 Part 1 Optimization and Backpropagation

Laila Shoukry

NN Lec 3 Part 2 Intro to NN and Computational Graphs

Laila Shoukry

NN Lec 3 Part 1 Intro to Neural Networks and Computational Graphs

Laila Shoukry

ERD2 + EERD

Laila Shoukry

Uninformed Search - newer

Laila Shoukry

NN Lec 2 Part 2 Logistic Regression and BCE Loss Review

Laila Shoukry

NN Lec 2 Part 1 Linear Regression and Linear Least Squares Review

Laila Shoukry

Knowledge Graphs

Laila Shoukry

Semantic Web Part 2

Laila Shoukry

Fuzzy Expert Systems

Laila Shoukry

Fuzzy Expert Systems

Laila Shoukry

Fuzzy Logic

Laila Shoukry

DL Inference and Tableaux Algorithm

Laila Shoukry

Image Transform Part 2

Laila Shoukry

Sorting Algorithm Demo by AIU Students

Laila Shoukry

Planning

Laila Shoukry

Sampling (Approximate Inference with uncertainty)

Laila Shoukry

Reasoning with Uncertainty Part 1

Laila Shoukry

Uncertainty

Laila Shoukry

Normalization Part 2

Laila Shoukry

Normalization Part 1

Laila Shoukry

SQL 3 Part 2

Laila Shoukry