ViewTube

Lecture Videos of CMPS 403 Artificial Intelligence, Fall 2020 course at Qatar University by Dr. Tamer Elsayed (http://qufaculty.qu.edu.qa/telsayed/).
Slides are available at: https://www.dropbox.com/sh/owfwz94214....
The entire set of lectures are available at: https://www.youtube.com/playlist?list.... 
This course is mostly following Berkeley's "CS188" course.
**Topics
1. Introduction to AI
2. Solving Problems by Searching	
3. Constraint Satisfaction Problems	
4. Local Search
5. Adversarial Search
6. Logical Agents
7. First-Order Logic
8. Probabilistic Reasoning (Bayesian Networks)
9. Introduction to Machine Learning

Tamer Elsayed

49:32

CMPS 403 | Artificial Intelligence | F20 | Session 0 | Welcome to AI

0 views

0

Tamer Elsayed

48:41

CMPS 403 | Artificial Intelligence | F20 | Session 1 | Introduction to AI

0 views

0

Tamer Elsayed

51:50

CMPS 403 | Artificial Intelligence | F20 | Session 2-(I) | Search (Search Problems)

0 views

0

Tamer Elsayed

54:12

CMPS 403 | Artificial Intelligence | F20 | Session 2-(II) | Search (Search Trees)

0 views

0

Tamer Elsayed

51:38

CMPS 403 | Artificial Intelligence | F20 | Session 2-(III) | Search (Uninformed Search I)

0 views

0

Tamer Elsayed

52:27

CMPS 403 | Artificial Intelligence | F20 | Session 2-(IV) | Search (UCS + Informed Search I)

0 views

0

Tamer Elsayed

38:40

CMPS 403 | Artificial Intelligence | F20 | Session 2-(V) | Search (Greedy & A*)

0 views

0

Tamer Elsayed

53:52

CMPS 403 | Artificial Intelligence | F20 | Session 2-(VI) | Search (A* & Heuristics)

0 views

0

Tamer Elsayed

56:16

CMPS 403 | Artificial Intelligence | F20 | Session 2-(VII) | Search (Heuristics & Graph Search)

0 views

0

Tamer Elsayed

49:26

CMPS 403 | Artificial Intelligence | F20 | Session 3-(I) | CSP (What is CSP?)

0 views

0

Tamer Elsayed

50:54

CMPS 403 | Artificial Intelligence | F20 | Session 3-(II) | CSP (Backtracking Search)

0 views

0

Tamer Elsayed

46:07

CMPS 403 | Artificial Intelligence | F20 | Session 3-(III) | CSP (Filtering & Ordering)

0 views

0

Tamer Elsayed

51:41

CMPS 403 | Artificial Intelligence | F20 | Session 3-(IV) | CSP (Structure)

0 views

0

Tamer Elsayed

36:19

CMPS 403 | Artificial Intelligence | F20 | Session 3-(V) | CSP (Iterative Improvement)

0 views

0

Tamer Elsayed

50:37

CMPS 403 | Artificial Intelligence | F20 | Session 4-(I) | Local Search (Hill Climb. & Sim. Anneal.)

0 views

0

Tamer Elsayed

50:15

CMPS 403 | Artificial Intelligence | F20 | Session 4-(II) | Local Search (Beam Search & Genet. Algs)

0 views

0

Tamer Elsayed

52:34

CMPS 403 | Artificial Intelligence | F20 | Session 5-(I) | Adversarial Search (Minimax Search)

0 views

0

Tamer Elsayed

43:13

CMPS 403 | Artificial Intelligence | F20 | Session 5-(II) | Adversarial Search (Alpha-Beta Pruning)

0 views

0

Tamer Elsayed

40:57

CMPS 403 | Artificial Intelligence | F20 | Session 5-(III) | Adversarial Search (Depth-limited)

0 views

0

Tamer Elsayed

49:58

CMPS 403 | Artificial Intelligence | F20 | Session 5-(IV) | Adversarial Search (Expectimax)

0 views

0

Tamer Elsayed

47:29

CMPS 403 | Artificial Intelligence | F20 | Session 5-(V) | Adversarial Search (Expectimax)

0 views

0

Tamer Elsayed

51:43

CMPS 403 | Artificial Intelligence | F20 | Session 6-(I) | Logical Agents (Knowledge-based Agents)

0 views

0

Tamer Elsayed

50:34

CMPS 403 | Artificial Intelligence | F20 | Session 6-(II) | Logical Agents (Logic & Prop. Logic)

0 views

0

Tamer Elsayed

52:48

CMPS 403 | Artificial Intelligence | F20 | Session 6-(III) | Logical Agents (Resolution)

0 views

0

Tamer Elsayed

48:37

CMPS 403 | Artificial Intelligence | F20 | Session 6-(IV) | Logical Agents (Resolution II)

0 views

0

Tamer Elsayed

32:56

CMPS 403 | Artificial Intelligence | F20 | Session 6-(V) | Logical Agents (Forw. & Backw. Chaining)

0 views

0

Tamer Elsayed

49:08

CMPS 403 | Artificial Intelligence | F20 | Session 7-(I) | First-Order Logic (What is FOL?)

0 views

0

Tamer Elsayed

49:36

CMPS 403 | Artificial Intelligence | F20 | Session 7-(II) | First-Order Logic (Using FOL)

0 views

0

Tamer Elsayed

49:19

CMPS 403 | Artificial Intelligence | F20 | Session 7-(III) | First-Order Logic (Inference in FOL)

0 views

0

Tamer Elsayed

54:13

CMPS 403 | Artificial Intelligence | F20 | Session 8-(I) | Probabilistic Reasoning (Probability I)

0 views

0

Tamer Elsayed

50:09

CMPS 403 | Artificial Intelligence | F20 | Session 8-(II) | Probabilistic Reasoning (Probability II)

0 views

0

Tamer Elsayed

36:22

CMPS 403 | Artificial Intelligence | F20 | Session 8-(III) | Probabilistic Reasoning (Prob. III)

0 views

0

Tamer Elsayed

53:17

CMPS 403 | Artificial Intelligence | F20 | Session 8-(IV) | Prob. Reas. (Conditional Independence)

0 views

0

Tamer Elsayed

51:29

CMPS 403 | Artificial Intelligence | F20 | Session 8-(V) | Probabilistic Reasoning. (Bayes' Nets I)

0 views

0

Tamer Elsayed

49:23

CMPS 403 | Artificial Intelligence | F20 | Session 8-(VI) | Prob. Reasoning (Bayes' Nets II)

0 views

0

Tamer Elsayed

49:53

CMPS 403 | Artificial Intelligence | F20 | Session 8-(VII) | Prob. Reasoning (Variable Elimination)

0 views

0

Tamer Elsayed

51:12

CMPS 403 | Artificial Intelligence | F20 | Session 8-(VIII) | Prob. Reasoning (Sampling I)

0 views

0

Tamer Elsayed

27:24

CMPS 403 | Artificial Intelligence | F20 | Session 8-(IX) | Prob. Reasoning (Sampling II)

0 views

0

Tamer Elsayed

48:21

CMPS 403 | Artificial Intelligence | F20 | Session 8-(X) | Prob. Reasoning (Review)

0 views

0

Shaikha Al-Naimi

1:27:09

Machine Learning 101 Workshop [1/2]

0 views

0

Shaikha Al-Naimi

1:26:56

Machine Learning 101 Workshop [2/2]

0 views

0