01_Unit_0-_Introduction/01_0-0_Preamble_3-26.mp4 | 6.32MB |
01_Unit_0-_Introduction/01_0-0_Preamble_3-26.srt | 4.35kB |
01_Unit_0-_Introduction/01_0-0_Preamble_3-26.txt | 2.91kB |
01_Unit_0-_Introduction/02_0-1_Revisiting_Turings_Test_3-09.mp4 | 4.41MB |
01_Unit_0-_Introduction/02_0-1_Revisiting_Turings_Test_3-09.srt | 3.36kB |
01_Unit_0-_Introduction/02_0-1_Revisiting_Turings_Test_3-09.txt | 2.18kB |
01_Unit_0-_Introduction/03_0-2_Web-Scale_AI_and_Big_Data_3-58.mp4 | 5.49MB |
01_Unit_0-_Introduction/03_0-2_Web-Scale_AI_and_Big_Data_3-58.srt | 4.21kB |
01_Unit_0-_Introduction/03_0-2_Web-Scale_AI_and_Big_Data_3-58.txt | 2.71kB |
01_Unit_0-_Introduction/04_0-3-1_Web_Intelligence_3-22.mp4 | 4.84MB |
01_Unit_0-_Introduction/04_0-3-1_Web_Intelligence_3-22.srt | 3.14kB |
01_Unit_0-_Introduction/04_0-3-1_Web_Intelligence_3-22.txt | 2.00kB |
01_Unit_0-_Introduction/05_0-3-2_Big_Data_6-15.mp4 | 8.31MB |
01_Unit_0-_Introduction/05_0-3-2_Big_Data_6-15.srt | 5.41kB |
01_Unit_0-_Introduction/05_0-3-2_Big_Data_6-15.txt | 3.61kB |
01_Unit_0-_Introduction/06_0-4_Course_Outline_4-13.mp4 | 6.38MB |
01_Unit_0-_Introduction/06_0-4_Course_Outline_4-13.srt | 5.42kB |
01_Unit_0-_Introduction/06_0-4_Course_Outline_4-13.txt | 3.47kB |
01_Unit_0-_Introduction/07_0-5_Recap_and_Preview_2-37.mp4 | 7.02MB |
01_Unit_0-_Introduction/07_0-5_Recap_and_Preview_2-37.srt | 3.20kB |
01_Unit_0-_Introduction/07_0-5_Recap_and_Preview_2-37.txt | 2.10kB |
02_Unit_1-_Look/01_1-1_Basic_Indexing_7-22.mp4 | 9.30MB |
02_Unit_1-_Look/01_1-1_Basic_Indexing_7-22.srt | 7.36kB |
02_Unit_1-_Look/01_1-1_Basic_Indexing_7-22.txt | 4.85kB |
02_Unit_1-_Look/02_1-2_Index_Creation_5-40.mp4 | 7.52MB |
02_Unit_1-_Look/02_1-2_Index_Creation_5-40.srt | 6.03kB |
02_Unit_1-_Look/02_1-2_Index_Creation_5-40.txt | 3.93kB |
02_Unit_1-_Look/03_1-3_Complexity_of_Index_Creation_3-28.mp4 | 4.99MB |
02_Unit_1-_Look/03_1-3_Complexity_of_Index_Creation_3-28.srt | 3.71kB |
02_Unit_1-_Look/03_1-3_Complexity_of_Index_Creation_3-28.txt | 2.43kB |
02_Unit_1-_Look/04_1-4-1_Ranking_-_1_4-24.mp4 | 5.65MB |
02_Unit_1-_Look/04_1-4-1_Ranking_-_1_4-24.srt | 4.42kB |
02_Unit_1-_Look/04_1-4-1_Ranking_-_1_4-24.txt | 2.94kB |
02_Unit_1-_Look/05_1-4-2_Ranking_-_2_4-48.mp4 | 6.72MB |
02_Unit_1-_Look/05_1-4-2_Ranking_-_2_4-48.srt | 5.02kB |
02_Unit_1-_Look/05_1-4-2_Ranking_-_2_4-48.txt | 3.25kB |
02_Unit_1-_Look/06_1-5-1_Page_Rank_and_Memory_6-01.mp4 | 8.36MB |
02_Unit_1-_Look/06_1-5-1_Page_Rank_and_Memory_6-01.srt | 5.81kB |
02_Unit_1-_Look/06_1-5-1_Page_Rank_and_Memory_6-01.txt | 3.72kB |
02_Unit_1-_Look/07_1-5-2_Google_and_the_Mind_5-18.mp4 | 7.47MB |
02_Unit_1-_Look/07_1-5-2_Google_and_the_Mind_5-18.srt | 4.87kB |
02_Unit_1-_Look/07_1-5-2_Google_and_the_Mind_5-18.txt | 3.15kB |
02_Unit_1-_Look/08_1-6-1_Enterprise_Search_4-41.mp4 | 6.26MB |
02_Unit_1-_Look/08_1-6-1_Enterprise_Search_4-41.srt | 5.01kB |
02_Unit_1-_Look/08_1-6-1_Enterprise_Search_4-41.txt | 3.14kB |
02_Unit_1-_Look/09_1-6-2_Searching_Structured_Data_6-25.mp4 | 8.99MB |
02_Unit_1-_Look/09_1-6-2_Searching_Structured_Data_6-25.srt | 6.36kB |
02_Unit_1-_Look/09_1-6-2_Searching_Structured_Data_6-25.txt | 4.15kB |
02_Unit_1-_Look/10_1-7-1_Object_Search_5-07.mp4 | 6.85MB |
02_Unit_1-_Look/10_1-7-1_Object_Search_5-07.srt | 5.33kB |
02_Unit_1-_Look/10_1-7-1_Object_Search_5-07.txt | 3.45kB |
02_Unit_1-_Look/11_1-7-2_Locality_Sensitive_Hashing_4-51.mp4 | 6.50MB |
02_Unit_1-_Look/11_1-7-2_Locality_Sensitive_Hashing_4-51.srt | 4.49kB |
02_Unit_1-_Look/11_1-7-2_Locality_Sensitive_Hashing_4-51.txt | 2.91kB |
02_Unit_1-_Look/12_1-7-3_LSH_Example_-_1_3-17.mp4 | 5.04MB |
02_Unit_1-_Look/12_1-7-3_LSH_Example_-_1_3-17.srt | 2.61kB |
02_Unit_1-_Look/12_1-7-3_LSH_Example_-_1_3-17.txt | 1.70kB |
02_Unit_1-_Look/13_1-7-4_LSH_Example_-_2_1-54.mp4 | 3.02MB |
02_Unit_1-_Look/13_1-7-4_LSH_Example_-_2_1-54.srt | 1.87kB |
02_Unit_1-_Look/13_1-7-4_LSH_Example_-_2_1-54.txt | 1.25kB |
02_Unit_1-_Look/14_1-7-5_LSH_Intuition_4-08.mp4 | 5.34MB |
02_Unit_1-_Look/14_1-7-5_LSH_Intuition_4-08.srt | 3.89kB |
02_Unit_1-_Look/14_1-7-5_LSH_Intuition_4-08.txt | 2.57kB |
02_Unit_1-_Look/15_1-7-6_High-dimensional_Objects_8-19.mp4 | 10.93MB |
02_Unit_1-_Look/15_1-7-6_High-dimensional_Objects_8-19.srt | 7.78kB |
02_Unit_1-_Look/15_1-7-6_High-dimensional_Objects_8-19.txt | 5.06kB |
02_Unit_1-_Look/16_1-7-7_Associative_Memories_5-25.mp4 | 8.07MB |
02_Unit_1-_Look/16_1-7-7_Associative_Memories_5-25.srt | 1.09kB |
02_Unit_1-_Look/16_1-7-7_Associative_Memories_5-25.txt | 0.69kB |
02_Unit_1-_Look/17_1-7-8_Recap_and_Preview_2-44.mp4 | 3.15MB |
02_Unit_1-_Look/17_1-7-8_Recap_and_Preview_2-44.srt | 2.77kB |
02_Unit_1-_Look/17_1-7-8_Recap_and_Preview_2-44.txt | 1.78kB |
03_Unit_2-_Listen/01_2-1_Preamble_-_Listen_3-18.mp4 | 4.08MB |
03_Unit_2-_Listen/01_2-1_Preamble_-_Listen_3-18.srt | 2.88kB |
03_Unit_2-_Listen/01_2-1_Preamble_-_Listen_3-18.txt | 1.89kB |
03_Unit_2-_Listen/02_2-2_Shannon_Information_6-18.mp4 | 8.63MB |
03_Unit_2-_Listen/02_2-2_Shannon_Information_6-18.srt | 5.68kB |
03_Unit_2-_Listen/02_2-2_Shannon_Information_6-18.txt | 3.70kB |
03_Unit_2-_Listen/03_2-3_Information_and_Advertising_5-49.mp4 | 7.81MB |
03_Unit_2-_Listen/03_2-3_Information_and_Advertising_5-49.srt | 5.47kB |
03_Unit_2-_Listen/03_2-3_Information_and_Advertising_5-49.txt | 3.60kB |
03_Unit_2-_Listen/04_2-4_TF-IDF_8-24.mp4 | 11.38MB |
03_Unit_2-_Listen/04_2-4_TF-IDF_8-24.srt | 8.78kB |
03_Unit_2-_Listen/04_2-4_TF-IDF_8-24.txt | 5.72kB |
03_Unit_2-_Listen/05_2-5_TF-IDF_Example_6-09.mp4 | 8.44MB |
03_Unit_2-_Listen/05_2-5_TF-IDF_Example_6-09.srt | 6.75kB |
03_Unit_2-_Listen/05_2-5_TF-IDF_Example_6-09.txt | 4.46kB |
03_Unit_2-_Listen/06_2-6_Language_and_Information_8-56.mp4 | 12.23MB |
03_Unit_2-_Listen/06_2-6_Language_and_Information_8-56.srt | 8.76kB |
03_Unit_2-_Listen/06_2-6_Language_and_Information_8-56.txt | 5.70kB |
03_Unit_2-_Listen/07_2-7_Machine_Learning_Intro_9-00.mp4 | 8.72MB |
03_Unit_2-_Listen/07_2-7_Machine_Learning_Intro_9-00.srt | 8.91kB |
03_Unit_2-_Listen/07_2-7_Machine_Learning_Intro_9-00.txt | 5.81kB |
03_Unit_2-_Listen/08_2-8-1_Bayes_Rule_4-55.mp4 | 6.52MB |
03_Unit_2-_Listen/08_2-8-1_Bayes_Rule_4-55.srt | 4.81kB |
03_Unit_2-_Listen/08_2-8-1_Bayes_Rule_4-55.txt | 3.12kB |
03_Unit_2-_Listen/09_2-8-2_Naive_Bayes_8-33.mp4 | 11.34MB |
03_Unit_2-_Listen/09_2-8-2_Naive_Bayes_8-33.srt | 8.53kB |
03_Unit_2-_Listen/09_2-8-2_Naive_Bayes_8-33.txt | 5.58kB |
03_Unit_2-_Listen/10_2-9_Sentiment_Analysis_7-32.mp4 | 7.42MB |
03_Unit_2-_Listen/10_2-9_Sentiment_Analysis_7-32.srt | 8.19kB |
03_Unit_2-_Listen/10_2-9_Sentiment_Analysis_7-32.txt | 5.28kB |
03_Unit_2-_Listen/11_2-10_Mutual_Information_8-58.mp4 | 9.03MB |
03_Unit_2-_Listen/11_2-10_Mutual_Information_8-58.srt | 9.53kB |
03_Unit_2-_Listen/11_2-10_Mutual_Information_8-58.txt | 6.21kB |
03_Unit_2-_Listen/12_2-11_Machine_Learning_-_Limits_10-29.mp4 | 14.35MB |
03_Unit_2-_Listen/12_2-11_Machine_Learning_-_Limits_10-29.srt | 10.77kB |
03_Unit_2-_Listen/12_2-11_Machine_Learning_-_Limits_10-29.txt | 6.97kB |
03_Unit_2-_Listen/13_2-12_Recap_and_Preview_3-14.mp4 | 4.53MB |
03_Unit_2-_Listen/13_2-12_Recap_and_Preview_3-14.srt | 3.62kB |
03_Unit_2-_Listen/13_2-12_Recap_and_Preview_3-14.txt | 2.41kB |
04_Unit_3-_Load_-_I/01_3-1_Preamble_4-41.mp4 | 6.12MB |
04_Unit_3-_Load_-_I/01_3-1_Preamble_4-41.srt | 5.37kB |
04_Unit_3-_Load_-_I/01_3-1_Preamble_4-41.txt | 3.53kB |
04_Unit_3-_Load_-_I/02_3-2_Parallel_Computing_8-54.mp4 | 11.25MB |
04_Unit_3-_Load_-_I/02_3-2_Parallel_Computing_8-54.srt | 9.74kB |
04_Unit_3-_Load_-_I/02_3-2_Parallel_Computing_8-54.txt | 6.46kB |
04_Unit_3-_Load_-_I/03_3-3_Map-Reduce_11-49.mp4 | 15.63MB |
04_Unit_3-_Load_-_I/03_3-3_Map-Reduce_11-49.srt | 12.24kB |
04_Unit_3-_Load_-_I/03_3-3_Map-Reduce_11-49.txt | 7.95kB |
04_Unit_3-_Load_-_I/04_3-4_Map-Reduce_Example_in_Octo_11-03.mp4 | 16.51MB |
04_Unit_3-_Load_-_I/04_3-4_Map-Reduce_Example_in_Octo_11-03.srt | 11.84kB |
04_Unit_3-_Load_-_I/04_3-4_Map-Reduce_Example_in_Octo_11-03.txt | 7.77kB |
04_Unit_3-_Load_-_I/05_3-4-1_Map-Reduce_Example_in_Mincemeat_2-04.mp4 | 2.92MB |
04_Unit_3-_Load_-_I/05_3-4-1_Map-Reduce_Example_in_Mincemeat_2-04.srt | 2.70kB |
04_Unit_3-_Load_-_I/05_3-4-1_Map-Reduce_Example_in_Mincemeat_2-04.txt | 1.83kB |
04_Unit_3-_Load_-_I/06_3-5_Map-Reduce_Applications_13-52.mp4 | 18.74MB |
04_Unit_3-_Load_-_I/06_3-5_Map-Reduce_Applications_13-52.srt | 14.61kB |
04_Unit_3-_Load_-_I/06_3-5_Map-Reduce_Applications_13-52.txt | 9.40kB |
04_Unit_3-_Load_-_I/07_3-6_Parallel_Efficiency_of_Map-Reduce_8-42.mp4 | 11.64MB |
04_Unit_3-_Load_-_I/07_3-6_Parallel_Efficiency_of_Map-Reduce_8-42.srt | 6.02kB |
04_Unit_3-_Load_-_I/07_3-6_Parallel_Efficiency_of_Map-Reduce_8-42.txt | 3.89kB |
04_Unit_3-_Load_-_I/08_3-7_Inside_Map-Reduce_9-47.mp4 | 12.65MB |
04_Unit_3-_Load_-_I/08_3-7_Inside_Map-Reduce_9-47.srt | 10.37kB |
04_Unit_3-_Load_-_I/08_3-7_Inside_Map-Reduce_9-47.txt | 6.83kB |
05_Unit_4A-_Load_-_II/01_4-0_Preamble_1-43.mp4 | 2.08MB |
05_Unit_4A-_Load_-_II/01_4-0_Preamble_1-43.srt | 1.94kB |
05_Unit_4A-_Load_-_II/01_4-0_Preamble_1-43.txt | 1.28kB |
05_Unit_4A-_Load_-_II/02_4-1_Distributed_File_Systems_12-12.mp4 | 15.40MB |
05_Unit_4A-_Load_-_II/02_4-1_Distributed_File_Systems_12-12.srt | 13.43kB |
05_Unit_4A-_Load_-_II/02_4-1_Distributed_File_Systems_12-12.txt | 8.79kB |
05_Unit_4A-_Load_-_II/03_4-2_Database_Technology_12-40.mp4 | 16.90MB |
05_Unit_4A-_Load_-_II/03_4-2_Database_Technology_12-40.srt | 13.29kB |
05_Unit_4A-_Load_-_II/03_4-2_Database_Technology_12-40.txt | 8.77kB |
05_Unit_4A-_Load_-_II/04_4-3_Evolution_of_Databases_8-52.mp4 | 11.56MB |
05_Unit_4A-_Load_-_II/04_4-3_Evolution_of_Databases_8-52.srt | 9.43kB |
05_Unit_4A-_Load_-_II/04_4-3_Evolution_of_Databases_8-52.txt | 6.15kB |
05_Unit_4A-_Load_-_II/05_4-4_Big-Table_and_HBase_10-08.mp4 | 12.68MB |
05_Unit_4A-_Load_-_II/05_4-4_Big-Table_and_HBase_10-08.srt | 10.98kB |
05_Unit_4A-_Load_-_II/05_4-4_Big-Table_and_HBase_10-08.txt | 7.18kB |
05_Unit_4A-_Load_-_II/06_4-5_NoSQL_and_Eventual_Consistency_12-41.mp4 | 17.15MB |
05_Unit_4A-_Load_-_II/06_4-5_NoSQL_and_Eventual_Consistency_12-41.srt | 12.61kB |
05_Unit_4A-_Load_-_II/06_4-5_NoSQL_and_Eventual_Consistency_12-41.txt | 8.35kB |
05_Unit_4A-_Load_-_II/07_4-6_Future_of_NoSQL_and_Dremel_9-28.mp4 | 12.31MB |
05_Unit_4A-_Load_-_II/07_4-6_Future_of_NoSQL_and_Dremel_9-28.srt | 10.58kB |
05_Unit_4A-_Load_-_II/07_4-6_Future_of_NoSQL_and_Dremel_9-28.txt | 6.89kB |
05_Unit_4A-_Load_-_II/08_4-7_Evolution_of_SQL_and_Map-Reduce_9-34.mp4 | 12.39MB |
05_Unit_4A-_Load_-_II/08_4-7_Evolution_of_SQL_and_Map-Reduce_9-34.srt | 10.92kB |
05_Unit_4A-_Load_-_II/08_4-7_Evolution_of_SQL_and_Map-Reduce_9-34.txt | 7.15kB |
05_Unit_4A-_Load_-_II/09_4-8_Relational_vs_Big-Data_Technologies_9-11.mp4 | 15.05MB |
05_Unit_4A-_Load_-_II/09_4-8_Relational_vs_Big-Data_Technologies_9-11.srt | 11.60kB |
05_Unit_4A-_Load_-_II/09_4-8_Relational_vs_Big-Data_Technologies_9-11.txt | 7.76kB |
05_Unit_4A-_Load_-_II/10_4-9_Database_Trends_and_Summary_7-22.mp4 | 12.46MB |
05_Unit_4A-_Load_-_II/10_4-9_Database_Trends_and_Summary_7-22.srt | 9.67kB |
05_Unit_4A-_Load_-_II/10_4-9_Database_Trends_and_Summary_7-22.txt | 6.55kB |
06_Guest_Lecture_1-_Graph_Databases/01_G1_Introduction_to_Graph_Data_11-36.mp4 | 18.11MB |
06_Guest_Lecture_1-_Graph_Databases/01_G1_Introduction_to_Graph_Data_11-36.srt | 15.20kB |
06_Guest_Lecture_1-_Graph_Databases/01_G1_Introduction_to_Graph_Data_11-36.txt | 9.89kB |
06_Guest_Lecture_1-_Graph_Databases/02_G2_Graph_Query_Languages_14-03.mp4 | 22.13MB |
06_Guest_Lecture_1-_Graph_Databases/02_G2_Graph_Query_Languages_14-03.srt | 18.29kB |
06_Guest_Lecture_1-_Graph_Databases/02_G2_Graph_Query_Languages_14-03.txt | 11.72kB |
06_Guest_Lecture_1-_Graph_Databases/03_G3_Linked_Open_Data_12-25.mp4 | 21.25MB |
06_Guest_Lecture_1-_Graph_Databases/03_G3_Linked_Open_Data_12-25.srt | 15.68kB |
06_Guest_Lecture_1-_Graph_Databases/03_G3_Linked_Open_Data_12-25.txt | 9.91kB |
06_Guest_Lecture_1-_Graph_Databases/04_G4_Challenges_and_Efficiency_8-56.mp4 | 14.40MB |
06_Guest_Lecture_1-_Graph_Databases/04_G4_Challenges_and_Efficiency_8-56.srt | 11.35kB |
06_Guest_Lecture_1-_Graph_Databases/04_G4_Challenges_and_Efficiency_8-56.txt | 7.47kB |
06_Guest_Lecture_1-_Graph_Databases/05_G5_Graph_Data_Management_10-26.mp4 | 16.58MB |
06_Guest_Lecture_1-_Graph_Databases/05_G5_Graph_Data_Management_10-26.srt | 12.88kB |
06_Guest_Lecture_1-_Graph_Databases/05_G5_Graph_Data_Management_10-26.txt | 8.27kB |
06_Guest_Lecture_1-_Graph_Databases/06_G6_Q__A_5-03.mp4 | 8.32MB |
06_Guest_Lecture_1-_Graph_Databases/06_G6_Q__A_5-03.srt | 6.78kB |
06_Guest_Lecture_1-_Graph_Databases/06_G6_Q__A_5-03.txt | 4.10kB |
07_Unit_4B-_Parallel_Graph_Processing/01_4B-1_Iteration_and_Map-Reduce_8-48.mp4 | 8.34MB |
07_Unit_4B-_Parallel_Graph_Processing/01_4B-1_Iteration_and_Map-Reduce_8-48.srt | 10.82kB |
07_Unit_4B-_Parallel_Graph_Processing/01_4B-1_Iteration_and_Map-Reduce_8-48.txt | 6.45kB |
07_Unit_4B-_Parallel_Graph_Processing/02_4B-2_Graph_Computing_6-50.mp4 | 6.27MB |
07_Unit_4B-_Parallel_Graph_Processing/02_4B-2_Graph_Computing_6-50.srt | 8.72kB |
07_Unit_4B-_Parallel_Graph_Processing/02_4B-2_Graph_Computing_6-50.txt | 5.47kB |
07_Unit_4B-_Parallel_Graph_Processing/03_4B-3_Pregel_Model_8-15.mp4 | 7.85MB |
07_Unit_4B-_Parallel_Graph_Processing/03_4B-3_Pregel_Model_8-15.srt | 10.24kB |
07_Unit_4B-_Parallel_Graph_Processing/03_4B-3_Pregel_Model_8-15.txt | 6.32kB |
07_Unit_4B-_Parallel_Graph_Processing/04_4B-4_Page-rank_in_Pregel_10-35.mp4 | 13.49MB |
07_Unit_4B-_Parallel_Graph_Processing/04_4B-4_Page-rank_in_Pregel_10-35.srt | 13.57kB |
07_Unit_4B-_Parallel_Graph_Processing/04_4B-4_Page-rank_in_Pregel_10-35.txt | 8.25kB |
07_Unit_4B-_Parallel_Graph_Processing/05_4B-5_Shortest_Paths_and_Summary_7-43.mp4 | 21.76MB |
07_Unit_4B-_Parallel_Graph_Processing/05_4B-5_Shortest_Paths_and_Summary_7-43.srt | 10.68kB |
07_Unit_4B-_Parallel_Graph_Processing/05_4B-5_Shortest_Paths_and_Summary_7-43.txt | 6.59kB |
08_Unit_5-_Learn/01_5-1_Preamble_3-18.mp4 | 4.15MB |
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