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Details for:
Artifical Intelligence course
artifical intelligence course
Type:
Other
Files:
193
Size:
3.6 GB
Uploaded On:
Dec. 1, 2017, 8:26 p.m.
Added By:
looserof7
Seeders:
1
Leechers:
0
Info Hash:
5DAA22057577521A378B71E0F0DE6A934BD5C2EA
Get This Torrent
About this course Skip Course Description What do self-driving cars, face recognition, web search, industrial robots, missile guidance, and tumor detection have in common? They are all complex real world problems being solved with applications of intelligence (AI). This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems. You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems. Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression. What you'll learn Introduction to Artificial Intelligence and intelligent agents, history of Artificial Intelligence Building intelligent agents (search, games, logic, constraint satisfaction problems) Machine Learning algorithms Applications of AI (Natural Language Processing, Robotics/Vision) Solving real AI problems through programming with Python
Get This Torrent
02-Week_1-_Introduction_to_AI/04-COLAIAIX2016-V007400-3vOMjIh8zTo.mp4
117.1 MB
09-Week_8-_CSP/04-COLAIAIX2016-V010400-LeG5VG51by0.mp4
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09-Week_8-_CSP/05-MM_AI_Course1_8.1d_Constraint Propagation_UPDATED.mp4-jByPzKyuS04.mp4
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09-Week_8-_CSP/06-COLAIAIX2016-V010600-_PSpIwmrNGM.en.srt
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09-Week_8-_CSP/06-COLAIAIX2016-V010600-_PSpIwmrNGM.mp4
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09-Week_8-_CSP/03-COLAIAIX2016-V010300-sJbaQLIRlXI.mp4
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09-Week_8-_CSP/01-main_lan1.pdf
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09-Week_8-_CSP/02-COLAIAIX2016-V009200-s1298ufM8EA.en.srt
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04-Week_3-_Heuristic_Search/04-COLAIAIX2016-V006700-FeLg3G1ADv4.mp4
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04-Week_3-_Heuristic_Search/05-COLAIAIX2016-V006400-l6qll5OldHQ.en.srt
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04-Week_3-_Heuristic_Search/02-COLAIAIX2016-V004400-ExP54ChSHd4.mp4
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04-Week_3-_Heuristic_Search/05-COLAIAIX2016-V006400-l6qll5OldHQ.mp4
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11-Week_10-_Logical_Agents/09-COLAIAIX2016-V013000-gT2UX35thbE.mp4
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11-Week_10-_Logical_Agents/03-COLAIAIX2016-V011000-3yBps_u5ujU.mp4
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06-Week_5-_Machine_Learning_1/08-COLAIAIX2016-V001100-LrF2XaPP86M.mp4
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06-Week_5-_Machine_Learning_1/06-COLAIAIX2016-V007900-C0xMTRynli8.mp4
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05-Week_4-_Adversarial_Search_and_Games/02-COLAIAIX2016-V004500-mEfFhIN7mII.mp4
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05-Week_4-_Adversarial_Search_and_Games/03-COLAIAIX2016-V007600-AFBb00ej-RY.mp4
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05-Week_4-_Adversarial_Search_and_Games/05-COLAIAIX2016-V007500-F2K0PTOxJJw.mp4
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05-Week_4-_Adversarial_Search_and_Games/04-COLAIAIX2016-V007700-W2i6eLRbKKc.mp4
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10-Week_9-_Reinforcement_Learning/05-COLAIAIX2016-V012200-MOyfUxH755M.mp4
20.5 MB
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10-Week_9-_Reinforcement_Learning/09-9.8 Value Iteration Method_V3.mp4-d19ESZ_okaQ.mp4
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03-Week_2-_Intelligent_Agents_and_Uninformed_Search/13-asset-v1:ColumbiaX+CSMM.101x+2T2017+type@asset+block@bfs_ex_.txt
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