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CMPS 403 | Artificial Intelligence | F20 | Session 8 IX | Prob Reasoning Sampling II

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Lessons List | 41 Lesson
CMPS 403 | Artificial Intelligence | F20 | Session 0 | Welcome to AI
00:49:32

CMPS 403 | Artificial Intelligence | F20 | Session 0 | Welcome to AI
CMPS 403 | Artificial Intelligence | F20 | Session 1 | Introduction to AI
00:48:41

CMPS 403 | Artificial Intelligence | F20 | Session 1 | Introduction to AI
CMPS 403 | Artificial Intelligence | F20 | Session 2 I | Search Search Problems
00:51:50

CMPS 403 | Artificial Intelligence | F20 | Session 2 I | Search Search Problems
CMPS 403 | Artificial Intelligence | F20 | Session 2 II | Search Search Trees
00:54:12

CMPS 403 | Artificial Intelligence | F20 | Session 2 II | Search Search Trees
CMPS 403 | Artificial Intelligence | F20 | Session 2 III | Search Uninformed Search I
00:51:38

CMPS 403 | Artificial Intelligence | F20 | Session 2 III | Search Uninformed Search I
CMPS 403 | Artificial Intelligence | F20 | Session 2 IV | Search UCS Informed Search I
00:52:27

CMPS 403 | Artificial Intelligence | F20 | Session 2 IV | Search UCS Informed Search I
CMPS 403 | Artificial Intelligence | F20 | Session 2 V | Search Greedy A
00:38:40

CMPS 403 | Artificial Intelligence | F20 | Session 2 V | Search Greedy A
CMPS 403 | Artificial Intelligence | F20 | Session 2 VI | Search A Heuristics
00:53:52

CMPS 403 | Artificial Intelligence | F20 | Session 2 VI | Search A Heuristics
CMPS 403 | Artificial Intelligence | F20 | Session 2 VII | Search Heuristics Graph Search
00:56:16

CMPS 403 | Artificial Intelligence | F20 | Session 2 VII | Search Heuristics Graph Search
CMPS 403 | Artificial Intelligence | F20 | Session 3 I | CSP What is CSP
00:49:26

CMPS 403 | Artificial Intelligence | F20 | Session 3 I | CSP What is CSP
CMPS 403 | Artificial Intelligence | F20 | Session 3 II | CSP Backtracking Search
00:50:54

CMPS 403 | Artificial Intelligence | F20 | Session 3 II | CSP Backtracking Search
CMPS 403 | Artificial Intelligence | F20 | Session 3 III | CSP Filtering Ordering
00:46:07

CMPS 403 | Artificial Intelligence | F20 | Session 3 III | CSP Filtering Ordering
CMPS 403 | Artificial Intelligence | F20 | Session 3 IV | CSP Structure
00:51:41

CMPS 403 | Artificial Intelligence | F20 | Session 3 IV | CSP Structure
CMPS 403 | Artificial Intelligence | F20 | Session 3 V | CSP Iterative Improvement
00:36:19

CMPS 403 | Artificial Intelligence | F20 | Session 3 V | CSP Iterative Improvement
CMPS 403 | Artificial Intelligence | F20 | Session 4 I | Local Search Hill Climb Sim Anneal
00:50:37

CMPS 403 | Artificial Intelligence | F20 | Session 4 I | Local Search Hill Climb Sim Anneal
CMPS 403 | Artificial Intelligence | F20 | Session 4 II | Local Search Beam Search Genet Algs
00:50:15

CMPS 403 | Artificial Intelligence | F20 | Session 4 II | Local Search Beam Search Genet Algs
CMPS 403 | Artificial Intelligence | F20 | Session 5 I | Adversarial Search Minimax Search
00:52:34

CMPS 403 | Artificial Intelligence | F20 | Session 5 I | Adversarial Search Minimax Search
CMPS 403 | Artificial Intelligence | F20 | Session 5 II | Adversarial Search Alpha Beta Pruning
00:43:13

CMPS 403 | Artificial Intelligence | F20 | Session 5 II | Adversarial Search Alpha Beta Pruning
CMPS 403 | Artificial Intelligence | F20 | Session 5 III | Adversarial Search Depth limited
00:40:57

CMPS 403 | Artificial Intelligence | F20 | Session 5 III | Adversarial Search Depth limited
CMPS 403 | Artificial Intelligence | F20 | Session 5 IV | Adversarial Search Expectimax
00:49:58

CMPS 403 | Artificial Intelligence | F20 | Session 5 IV | Adversarial Search Expectimax
CMPS 403 | Artificial Intelligence | F20 | Session 5 V | Adversarial Search Expectimax
00:47:29

CMPS 403 | Artificial Intelligence | F20 | Session 5 V | Adversarial Search Expectimax
CMPS 403 | Artificial Intelligence | F20 | Session 6 I | Logical Agents Knowledge based Agents
00:51:43

CMPS 403 | Artificial Intelligence | F20 | Session 6 I | Logical Agents Knowledge based Agents
CMPS 403 | Artificial Intelligence | F20 | Session 6 II | Logical Agents Logic Prop Logic
00:50:34

CMPS 403 | Artificial Intelligence | F20 | Session 6 II | Logical Agents Logic Prop Logic
CMPS 403 | Artificial Intelligence | F20 | Session 6 III | Logical Agents Resolution
00:52:48

CMPS 403 | Artificial Intelligence | F20 | Session 6 III | Logical Agents Resolution
CMPS 403 | Artificial Intelligence | F20 | Session 6 IV | Logical Agents Resolution II
00:48:37

CMPS 403 | Artificial Intelligence | F20 | Session 6 IV | Logical Agents Resolution II
CMPS 403 | Artificial Intelligence | F20 | Session 6 V | Logical Agents Forw Backw Chaining
00:32:56

CMPS 403 | Artificial Intelligence | F20 | Session 6 V | Logical Agents Forw Backw Chaining
CMPS 403 | Artificial Intelligence | F20 | Session 7 I | First Order Logic What is FOL
00:49:08

CMPS 403 | Artificial Intelligence | F20 | Session 7 I | First Order Logic What is FOL
CMPS 403 | Artificial Intelligence | F20 | Session 7 II | First Order Logic Using FOL
00:49:36

CMPS 403 | Artificial Intelligence | F20 | Session 7 II | First Order Logic Using FOL
CMPS 403 | Artificial Intelligence | F20 | Session 7 III | First Order Logic Inference in FOL
00:49:19

CMPS 403 | Artificial Intelligence | F20 | Session 7 III | First Order Logic Inference in FOL
CMPS 403 | Artificial Intelligence | F20 | Session 8 I | Probabilistic Reasoning Probability I
00:54:13

CMPS 403 | Artificial Intelligence | F20 | Session 8 I | Probabilistic Reasoning Probability I
CMPS 403 | Artificial Intelligence | F20 | Session 8 II | Probabilistic Reasoning Probability II
00:50:09

CMPS 403 | Artificial Intelligence | F20 | Session 8 II | Probabilistic Reasoning Probability II
CMPS 403 | Artificial Intelligence | F20 | Session 8 III | Probabilistic Reasoning Prob III
00:36:22

CMPS 403 | Artificial Intelligence | F20 | Session 8 III | Probabilistic Reasoning Prob III
CMPS 403 | Artificial Intelligence | F20 | Session 8 IV | Prob Reas Conditional Independence
00:53:17

CMPS 403 | Artificial Intelligence | F20 | Session 8 IV | Prob Reas Conditional Independence
CMPS 403 | Artificial Intelligence | F20 | Session 8 V | Probabilistic Reasoning Bayes Nets I
00:51:29

CMPS 403 | Artificial Intelligence | F20 | Session 8 V | Probabilistic Reasoning Bayes Nets I
CMPS 403 | Artificial Intelligence | F20 | Session 8 VI | Prob Reasoning Bayes Nets II
00:49:23

CMPS 403 | Artificial Intelligence | F20 | Session 8 VI | Prob Reasoning Bayes Nets II
CMPS 403 | Artificial Intelligence | F20 | Session 8 VII | Prob Reasoning Variable Elimination
00:49:53

CMPS 403 | Artificial Intelligence | F20 | Session 8 VII | Prob Reasoning Variable Elimination
CMPS 403 | Artificial Intelligence | F20 | Session 8 VIII | Prob Reasoning Sampling I
00:51:12

CMPS 403 | Artificial Intelligence | F20 | Session 8 VIII | Prob Reasoning Sampling I
CMPS 403 | Artificial Intelligence | F20 | Session 8 IX | Prob Reasoning Sampling II
00:27:24

CMPS 403 | Artificial Intelligence | F20 | Session 8 IX | Prob Reasoning Sampling II
CMPS 403 | Artificial Intelligence | F20 | Session 8 X | Prob Reasoning Review
00:48:21

CMPS 403 | Artificial Intelligence | F20 | Session 8 X | Prob Reasoning Review
Machine Learning 101 Workshop 1 2
01:27:09

Machine Learning 101 Workshop 1 2
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Course Description

Artificial Intelligence (AI) is a branch of computer science that aims to create intelligent machines that can perform tasks that typically require human intelligence
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