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| 01_Unit_0-_Introduction/03_0-2_Web-Scale_AI_and_Big_Data_3-58.mp4 |
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| 01_Unit_0-_Introduction/04_0-3-1_Web_Intelligence_3-22.mp4 |
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| 01_Unit_0-_Introduction/05_0-3-2_Big_Data_6-15.mp4 |
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| 01_Unit_0-_Introduction/06_0-4_Course_Outline_4-13.mp4 |
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| 01_Unit_0-_Introduction/07_0-5_Recap_and_Preview_2-37.mp4 |
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| 02_Unit_1-_Look/01_1-1_Basic_Indexing_7-22.mp4 |
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| 02_Unit_1-_Look/06_1-5-1_Page_Rank_and_Memory_6-01.mp4 |
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| 02_Unit_1-_Look/07_1-5-2_Google_and_the_Mind_5-18.mp4 |
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| 02_Unit_1-_Look/08_1-6-1_Enterprise_Search_4-41.mp4 |
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| 02_Unit_1-_Look/09_1-6-2_Searching_Structured_Data_6-25.mp4 |
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| 02_Unit_1-_Look/10_1-7-1_Object_Search_5-07.mp4 |
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| 02_Unit_1-_Look/11_1-7-2_Locality_Sensitive_Hashing_4-51.mp4 |
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| 02_Unit_1-_Look/12_1-7-3_LSH_Example_-_1_3-17.mp4 |
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| 02_Unit_1-_Look/14_1-7-5_LSH_Intuition_4-08.mp4 |
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| 02_Unit_1-_Look/15_1-7-6_High-dimensional_Objects_8-19.mp4 |
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| 02_Unit_1-_Look/16_1-7-7_Associative_Memories_5-25.mp4 |
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| 02_Unit_1-_Look/17_1-7-8_Recap_and_Preview_2-44.mp4 |
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| 03_Unit_2-_Listen/01_2-1_Preamble_-_Listen_3-18.mp4 |
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| 03_Unit_2-_Listen/01_2-1_Preamble_-_Listen_3-18.srt |
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| 03_Unit_2-_Listen/02_2-2_Shannon_Information_6-18.mp4 |
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| 03_Unit_2-_Listen/02_2-2_Shannon_Information_6-18.srt |
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| 03_Unit_2-_Listen/03_2-3_Information_and_Advertising_5-49.mp4 |
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| 03_Unit_2-_Listen/04_2-4_TF-IDF_8-24.mp4 |
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| 03_Unit_2-_Listen/05_2-5_TF-IDF_Example_6-09.mp4 |
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| 03_Unit_2-_Listen/06_2-6_Language_and_Information_8-56.mp4 |
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| 03_Unit_2-_Listen/06_2-6_Language_and_Information_8-56.srt |
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| 03_Unit_2-_Listen/07_2-7_Machine_Learning_Intro_9-00.mp4 |
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| 03_Unit_2-_Listen/07_2-7_Machine_Learning_Intro_9-00.srt |
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| 03_Unit_2-_Listen/08_2-8-1_Bayes_Rule_4-55.mp4 |
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| 03_Unit_2-_Listen/09_2-8-2_Naive_Bayes_8-33.mp4 |
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| 03_Unit_2-_Listen/10_2-9_Sentiment_Analysis_7-32.mp4 |
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| 03_Unit_2-_Listen/11_2-10_Mutual_Information_8-58.mp4 |
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| 03_Unit_2-_Listen/12_2-11_Machine_Learning_-_Limits_10-29.mp4 |
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| 03_Unit_2-_Listen/13_2-12_Recap_and_Preview_3-14.mp4 |
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| 04_Unit_3-_Load_-_I/01_3-1_Preamble_4-41.mp4 |
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| 04_Unit_3-_Load_-_I/02_3-2_Parallel_Computing_8-54.mp4 |
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| 04_Unit_3-_Load_-_I/03_3-3_Map-Reduce_11-49.mp4 |
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| 04_Unit_3-_Load_-_I/04_3-4_Map-Reduce_Example_in_Octo_11-03.mp4 |
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| 04_Unit_3-_Load_-_I/05_3-4-1_Map-Reduce_Example_in_Mincemeat_2-04.mp4 |
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| 04_Unit_3-_Load_-_I/06_3-5_Map-Reduce_Applications_13-52.mp4 |
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| 04_Unit_3-_Load_-_I/07_3-6_Parallel_Efficiency_of_Map-Reduce_8-42.mp4 |
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| 04_Unit_3-_Load_-_I/08_3-7_Inside_Map-Reduce_9-47.mp4 |
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| 05_Unit_4A-_Load_-_II/01_4-0_Preamble_1-43.mp4 |
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| 05_Unit_4A-_Load_-_II/02_4-1_Distributed_File_Systems_12-12.mp4 |
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| 05_Unit_4A-_Load_-_II/03_4-2_Database_Technology_12-40.mp4 |
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| 05_Unit_4A-_Load_-_II/04_4-3_Evolution_of_Databases_8-52.mp4 |
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| 05_Unit_4A-_Load_-_II/05_4-4_Big-Table_and_HBase_10-08.mp4 |
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| 05_Unit_4A-_Load_-_II/06_4-5_NoSQL_and_Eventual_Consistency_12-41.mp4 |
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| 05_Unit_4A-_Load_-_II/07_4-6_Future_of_NoSQL_and_Dremel_9-28.mp4 |
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| 05_Unit_4A-_Load_-_II/08_4-7_Evolution_of_SQL_and_Map-Reduce_9-34.mp4 |
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| 05_Unit_4A-_Load_-_II/09_4-8_Relational_vs_Big-Data_Technologies_9-11.mp4 |
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| 05_Unit_4A-_Load_-_II/10_4-9_Database_Trends_and_Summary_7-22.mp4 |
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| 06_Guest_Lecture_1-_Graph_Databases/01_G1_Introduction_to_Graph_Data_11-36.mp4 |
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| 06_Guest_Lecture_1-_Graph_Databases/02_G2_Graph_Query_Languages_14-03.mp4 |
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| 06_Guest_Lecture_1-_Graph_Databases/03_G3_Linked_Open_Data_12-25.mp4 |
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| 06_Guest_Lecture_1-_Graph_Databases/06_G6_Q__A_5-03.mp4 |
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| 07_Unit_4B-_Parallel_Graph_Processing/01_4B-1_Iteration_and_Map-Reduce_8-48.mp4 |
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| 07_Unit_4B-_Parallel_Graph_Processing/02_4B-2_Graph_Computing_6-50.mp4 |
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| 07_Unit_4B-_Parallel_Graph_Processing/03_4B-3_Pregel_Model_8-15.mp4 |
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| 07_Unit_4B-_Parallel_Graph_Processing/04_4B-4_Page-rank_in_Pregel_10-35.mp4 |
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| 07_Unit_4B-_Parallel_Graph_Processing/05_4B-5_Shortest_Paths_and_Summary_7-43.mp4 |
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