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Artifical Intelligence course

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Artifical Intelligence course (Size: 3.6 GB)
  02-Week_1-_Introduction_to_AI
  01-COLAIAIX2016-V005300-icvAMN18elI.en.srt 13.76 KB
  01-COLAIAIX2016-V005300-icvAMN18elI.mp4 43.23 MB
  02-COLAIAIX2016-V005400-gpJcaosEhqU.en.srt 19.22 KB
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  04-COLAIAIX2016-V007400-3vOMjIh8zTo.mp4 117.08 MB
  03-Week_2-_Intelligent_Agents_and_Uninformed_Search
  01-COLAIAIX2016-V004900-YJLwDbpCASQ.en.srt 22.79 KB
  01-COLAIAIX2016-V004900-YJLwDbpCASQ.mp4 61.54 MB
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  06-COLAIAIX2016-V007300-KFttHJe1J9s.en.srt 17.33 KB
  06-COLAIAIX2016-V007300-KFttHJe1J9s.mp4 67.06 MB
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  09-COLAIAIX2016-V006300-qedAI3KNk6A.en.srt 12.71 KB
  09-COLAIAIX2016-V006300-qedAI3KNk6A.mp4 34.92 MB
  10-COLAIAIX2016-V016200-e9AJfTdcD-U.en.srt 6.37 KB
  10-COLAIAIX2016-V016200-e9AJfTdcD-U.mp4 11.21 MB
  11-COLAIAIX2016-V015200-1U7LPpdLtL8.en.srt 14.32 KB
  11-COLAIAIX2016-V015200-1U7LPpdLtL8.mp4 28.15 MB
  12-COLAIAIX2016-V006100-ekYuWKpFqF4.en.srt 13.22 KB
  12-COLAIAIX2016-V006100-ekYuWKpFqF4.mp4 40.41 MB
  13-asset-v1:ColumbiaX+CSMM.101x+2T2017+type@asset+block@bfs_ex_.txt 159 B
  13-asset-v1:ColumbiaX+CSMM.101x+2T2017+type@asset+block@dfs_ex_.txt 167 B
  04-Week_3-_Heuristic_Search
  01-COLAIAIX2016-V005100-Br9HFVQTqRc.en.srt 12.25 KB
  01-COLAIAIX2016-V005100-Br9HFVQTqRc.mp4 32.19 MB
  02-COLAIAIX2016-V004400-ExP54ChSHd4.en.srt 19.38 KB
  02-COLAIAIX2016-V004400-ExP54ChSHd4.mp4 51.45 MB
  03-COLAIAIX2016-V006500-fE3i3LSsl4Q.en.srt 11.23 KB
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  04-COLAIAIX2016-V006700-FeLg3G1ADv4.en.srt 10.71 KB
  04-COLAIAIX2016-V006700-FeLg3G1ADv4.mp4 32.4 MB
  05-COLAIAIX2016-V006400-l6qll5OldHQ.en.srt 22.04 KB
  05-COLAIAIX2016-V006400-l6qll5OldHQ.mp4 89.95 MB
  05-Week_4-_Adversarial_Search_and_Games
  01-COLAIAIX2016-V004200-vfbTnKk_-IA.en.srt 26.92 KB
  01-COLAIAIX2016-V004200-vfbTnKk_-IA.mp4 111.77 MB
  02-COLAIAIX2016-V004500-mEfFhIN7mII.en.srt 14.37 KB
  02-COLAIAIX2016-V004500-mEfFhIN7mII.mp4 58.37 MB
  03-COLAIAIX2016-V007600-AFBb00ej-RY.en.srt 19.16 KB
  03-COLAIAIX2016-V007600-AFBb00ej-RY.mp4 72.73 MB
  04-COLAIAIX2016-V007700-W2i6eLRbKKc.en.srt 11.86 KB
  04-COLAIAIX2016-V007700-W2i6eLRbKKc.mp4 44.9 MB
  05-COLAIAIX2016-V007500-F2K0PTOxJJw.en.srt 14.23 KB
  05-COLAIAIX2016-V007500-F2K0PTOxJJw.mp4 52.96 MB
  06-Week_5-_Machine_Learning_1
  01-ESLII.pdf 20.64 MB
  02-COLAIAIX2016-V007100--ch5qOiteRY.en.srt 13.38 KB
  02-COLAIAIX2016-V007100--ch5qOiteRY.mp4 63.39 MB
  03-COLAIAIX2016-V000400-iPCgVq0a-rw.en.srt 14.72 KB
  03-COLAIAIX2016-V000400-iPCgVq0a-rw.mp4 56.57 MB
  04-COLAIAIX2016-V000300-S_z3VOLOjlA.en.srt 19.29 KB
  04-COLAIAIX2016-V000300-S_z3VOLOjlA.mp4 67.13 MB
  05-COLAIAIX2016-V007800-AYI1J3EmuaU.en.srt 12.83 KB
  05-COLAIAIX2016-V007800-AYI1J3EmuaU.mp4 52.24 MB
  06-COLAIAIX2016-V007900-C0xMTRynli8.en.srt 18.25 KB
  06-COLAIAIX2016-V007900-C0xMTRynli8.mp4 71.47 MB
  07-COLAIAIX2016-V001700-2wEROvCN9-0.en.srt 19.64 KB
  07-COLAIAIX2016-V001700-2wEROvCN9-0.mp4 111.21 MB
  08-COLAIAIX2016-V001100-LrF2XaPP86M.en.srt 16.08 KB
  08-COLAIAIX2016-V001100-LrF2XaPP86M.mp4 97.69 MB
  07-Week_6-_Machine_Learning_2
  02-COLAIAIX2016-V009900-qxxFOotbxUE.en.srt 18.51 KB
  02-COLAIAIX2016-V009900-qxxFOotbxUE.mp4 36.39 MB
  03-COLAIAIX2016-V009100-f79fgzz2KOk.en.srt 17.11 KB
  03-COLAIAIX2016-V009100-f79fgzz2KOk.mp4 25.08 MB
  04-COLAIAIX2016-V010100-Z9gRD102Ijg.en.srt 17.81 KB
  04-COLAIAIX2016-V010100-Z9gRD102Ijg.mp4 29.09 MB
  05-COLAIAIX2016-V010200-V8EQKbd_9Eg.en.srt 21.83 KB
  05-COLAIAIX2016-V010200-V8EQKbd_9Eg.mp4 39.76 MB
  06-COLAIAIX2016-V000900-OMtcV2hHCy0.en.srt 26.11 KB
  06-COLAIAIX2016-V000900-OMtcV2hHCy0.mp4 86.23 MB
  07-COLAIAIX2016-V010000-CjgmOeUriWo.en.srt 21.16 KB
  07-COLAIAIX2016-V010000-CjgmOeUriWo.mp4 36.37 MB
  08-COLAIAIX2016-V003900-BfM22W5pV64.en.srt 19.05 KB
  08-COLAIAIX2016-V003900-BfM22W5pV64.mp4 64.79 MB
  09-COLAIAIX2016-V008500-zAbQwtcmKvo.en.srt 15.25 KB
  09-COLAIAIX2016-V008500-zAbQwtcmKvo.mp4 24.54 MB
  08-Week_7-_Machine_Learning_3
  02-COLAIAIX2016-V010700-_ovutFsNBcQ.en.srt 14.45 KB
  02-COLAIAIX2016-V010700-_ovutFsNBcQ.mp4 27.82 MB
  03-COLAIAIX2016-V002800-PEYqeP0jfmo.en.srt 12.63 KB
  03-COLAIAIX2016-V002800-PEYqeP0jfmo.mp4 55.82 MB
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  05-COLAIAIX2016-V002300-QtVxJb2oroI.en.srt 12.2 KB
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  06-COLAIAIX2016-V002400-wNvuVHX_46s.en.srt 16.82 KB
  06-COLAIAIX2016-V002400-wNvuVHX_46s.mp4 71.92 MB
  07-COLAIAIX2016-V000800-7sRZAl6wSMk.en.srt 21.98 KB
  07-COLAIAIX2016-V000800-7sRZAl6wSMk.mp4 65.74 MB
  08-COLAIAIX2016-V001900-MZtHAy3mpnk.en.srt 19.42 KB
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  09-COLAIAIX2016-V009300-wdaGeXRJpeQ.en.srt 22.83 KB
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  10-COLAIAIX2016-V008200-cDkVqNpQELE.en.srt 11.24 KB
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  11-COLAIAIX2016-V008100-1fN5eWXMW1g.en.srt 15.81 KB
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  12-COLAIAIX2016-V008300-5Sc0pkwQlr0.en.srt 15.93 KB
  12-COLAIAIX2016-V008300-5Sc0pkwQlr0.mp4 22.85 MB
  09-Week_8-_CSP
  01-main_lan1.pdf 8.13 MB
  02-COLAIAIX2016-V009200-s1298ufM8EA.en.srt 22.28 KB
  02-COLAIAIX2016-V009200-s1298ufM8EA.mp4 35.91 MB
  03-COLAIAIX2016-V010300-sJbaQLIRlXI.en.srt 22.88 KB
  03-COLAIAIX2016-V010300-sJbaQLIRlXI.mp4 36.37 MB
  04-COLAIAIX2016-V010400-LeG5VG51by0.en.srt 17.28 KB
  04-COLAIAIX2016-V010400-LeG5VG51by0.mp4 24.06 MB
  05-MM_AI_Course1_8.1d_Constraint Propagation_UPDATED.en.srt 21.06 KB
  05-MM_AI_Course1_8.1d_Constraint Propagation_UPDATED.mp4-jByPzKyuS04.mp4 30.71 MB
  06-COLAIAIX2016-V010600-_PSpIwmrNGM.en.srt 21.09 KB
  06-COLAIAIX2016-V010600-_PSpIwmrNGM.mp4 30.63 MB
  10-Week_9-_Reinforcement_Learning
  01-COLAIAIX2016-V011600-lI_hvFfo4uM.en.srt 2.56 KB
  01-COLAIAIX2016-V011600-lI_hvFfo4uM.mp4 3.69 MB
  02-COLAIAIX2016-V011500-8tQRscdkc44.en.srt 11.12 KB
  02-COLAIAIX2016-V011500-8tQRscdkc44.mp4 15.42 MB
  03-COLAIAIX2016-V011300-sWFJiVuyvCQ.en.srt 16.67 KB
  03-COLAIAIX2016-V011300-sWFJiVuyvCQ.mp4 28.26 MB
  04-COLAIAIX2016-V012000-k4d1B5oM_Wc.en.srt 7.95 KB
  04-COLAIAIX2016-V012000-k4d1B5oM_Wc.mp4 14.08 MB
  05-COLAIAIX2016-V012200-MOyfUxH755M.en.srt 11.83 KB
  05-COLAIAIX2016-V012200-MOyfUxH755M.mp4 20.5 MB
  06-COLAIAIX2016-V012100-K6ha9NA6olY.en.srt 11.81 KB
  06-COLAIAIX2016-V012100-K6ha9NA6olY.mp4 22.94 MB
  07-COLAIAIX2016-V011900-y9r6gglszaw.en.srt 6.26 KB
  07-COLAIAIX2016-V011900-y9r6gglszaw.mp4 12.03 MB
  08-COLAIAIX2016-V011800-j9qRH-Y3q0I.en.srt 15.58 KB
  08-COLAIAIX2016-V011800-j9qRH-Y3q0I.mp4 27.9 MB
  09-9.8 Value Iteration Method_V3.en.srt 2.06 KB
  09-9.8 Value Iteration Method_V3.mp4-d19ESZ_okaQ.mp4 3.65 MB
  10-COLAIAIX2016-V012300-Ace3iKr82gI.en.srt 15.02 KB
  10-COLAIAIX2016-V012300-Ace3iKr82gI.mp4 27.9 MB
  11-Week_10-_Logical_Agents
  01-mccarthy-john.pdf 2.82 MB
  02-COLAIAIX2016-V010800-iGbGud1duck.en.srt 12.82 KB
  02-COLAIAIX2016-V010800-iGbGud1duck.mp4 19.4 MB
  03-COLAIAIX2016-V011000-3yBps_u5ujU.en.srt 11.53 KB
  03-COLAIAIX2016-V011000-3yBps_u5ujU.mp4 17.15 MB
  04-COLAIAIX2016-V011100-KS5hR3wzn8I.en.srt 8.58 KB
  04-COLAIAIX2016-V011100-KS5hR3wzn8I.mp4 16.65 MB
  05-COLAIAIX2016-V010900-kd-LAB7_cp8.en.srt 13.87 KB
  05-COLAIAIX2016-V010900-kd-LAB7_cp8.mp4 24.18 MB
  06-COLAIAIX2016-V011400-waBrxHLy8Tc.en.srt 18.47 KB
  06-COLAIAIX2016-V011400-waBrxHLy8Tc.mp4 29.41 MB
  07-COLAIAIX2016-V013200-4TxDUOvgE2I.en.srt 13.66 KB
  07-COLAIAIX2016-V013200-4TxDUOvgE2I.mp4 22.68 MB
  08-COLAIAIX2016-V013100-chEQA8GEBQ8.en.srt 17.46 KB
  08-COLAIAIX2016-V013100-chEQA8GEBQ8.mp4 31.84 MB
  09-COLAIAIX2016-V013000-gT2UX35thbE.en.srt 20.29 KB
  09-COLAIAIX2016-V013000-gT2UX35thbE.mp4 34.67 MB
  10-COLAIAIX2016-V012600-f6-bFX7YaY4.en.srt 12.96 KB
  10-COLAIAIX2016-V012600-f6-bFX7YaY4.mp4 23.41 MB
  11-COLAIAIX2016-V012500-hNsJf89I7To.en.srt 10.09 KB
  11-COLAIAIX2016-V012500-hNsJf89I7To.mp4 16.48 MB
  12-COLAIAIX2016-V012400-daiZ8BMcoZw.en.srt 6.22 KB
  12-COLAIAIX2016-V012400-daiZ8BMcoZw.mp4 10.63 MB
  13-COLAIAIX2016-V012700-bCCUJAIQzzY.en.srt 14.03 KB
  13-COLAIAIX2016-V012700-bCCUJAIQzzY.mp4 23.97 MB
  12-Week_11-_AI_Applications-_NLP
  01-COLAIAIX2016-V013300-gMp2HgLVs2g.en.srt 14.52 KB
  01-COLAIAIX2016-V013300-gMp2HgLVs2g.mp4 21.6 MB
  02-COLAIAIX2016-V013500-tOP5DzKxc20.en.srt 14.68 KB
  02-COLAIAIX2016-V013500-tOP5DzKxc20.mp4 24.02 MB
  03-COLAIAIX2016-V013400-5YymjfzMpL8.en.srt 7.56 KB
  03-COLAIAIX2016-V013400-5YymjfzMpL8.mp4 7.38 MB
  04-COLAIAIX2016-V013800-54eu8F9z1M8.en.srt 15.85 KB
  04-COLAIAIX2016-V013800-54eu8F9z1M8.mp4 25.54 MB
  05-COLAIAIX2016-V016000-aBZCohpVHIc.en.srt 7.92 KB
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  06-COLAIAIX2016-V013600--oNUeWxUoE4.en.srt 4.89 KB
  06-COLAIAIX2016-V013600--oNUeWxUoE4.mp4 7.93 MB
  07-aclImdb_v1.tar.gz 80.23 MB
  07-wvSent_acl2011.pdf 193.25 KB
  13-Week_12-_AI_Applications_And_Course_Review
  01-COLAIAIX2016-V014800-QFed3qTuM8U.en.srt 15.59 KB
  01-COLAIAIX2016-V014800-QFed3qTuM8U.mp4 26.83 MB
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  03-COLAIAIX2016-V014500-fN1mupOEXsE.en.srt 1.19 KB
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  06-COLAIAIX2016-V014300-TJUZmCmK9Gk.mp4 41.14 MB
  07-COLAIAIX2016-V014200-7MPtD2F-KlA.en.srt 24.3 KB
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  08-COLAIAIX2016-V014600-dCSJ1RgkdV8.en.srt 8.97 KB
  08-COLAIAIX2016-V014600-dCSJ1RgkdV8.mp4 15.5 MB

Description


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

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