| Path | Size |
| 01_Introduction/01_Appetite_Whetting_Part_1_15-38.mp4 | 25.06MB |
| 01_Introduction/01_Appetite_Whetting_Part_1_15-38.pdf | 1.05MB |
| 01_Introduction/01_Appetite_Whetting_Part_1_15-38.srt | 22.85kB |
| 01_Introduction/01_Appetite_Whetting_Part_1_15-38.txt | 15.02kB |
| 01_Introduction/02_Appetite_Whetting_Part_2_13-44.mp4 | 21.21MB |
| 01_Introduction/02_Appetite_Whetting_Part_2_13-44.pdf | 1.20MB |
| 01_Introduction/02_Appetite_Whetting_Part_2_13-44.srt | 18.50kB |
| 01_Introduction/02_Appetite_Whetting_Part_2_13-44.txt | 12.31kB |
| 01_Introduction/03_Context_9-30.mp4 | 14.06MB |
| 01_Introduction/03_Context_9-30.pdf | 439.88kB |
| 01_Introduction/03_Context_9-30.srt | 16.01kB |
| 01_Introduction/03_Context_9-30.txt | 10.66kB |
| 01_Introduction/04_Dimensions_10-24.mp4 | 13.39MB |
| 01_Introduction/04_Dimensions_10-24.pdf | 288.54kB |
| 01_Introduction/04_Dimensions_10-24.srt | 16.91kB |
| 01_Introduction/04_Dimensions_10-24.txt | 11.35kB |
| 01_Introduction/05_This_Course_Part_1_14-02.mp4 | 20.63MB |
| 01_Introduction/05_This_Course_Part_1_14-02.pdf | 721.15kB |
| 01_Introduction/05_This_Course_Part_1_14-02.srt | 23.02kB |
| 01_Introduction/05_This_Course_Part_1_14-02.txt | 15.25kB |
| 01_Introduction/06_This_Course_Part_2_10-50.mp4 | 14.77MB |
| 01_Introduction/06_This_Course_Part_2_10-50.pdf | 392.13kB |
| 01_Introduction/06_This_Course_Part_2_10-50.srt | 16.84kB |
| 01_Introduction/06_This_Course_Part_2_10-50.txt | 11.42kB |
| 01_Introduction/07_eScience_11-46.mp4 | 17.57MB |
| 01_Introduction/07_eScience_11-46.pdf | 2.71MB |
| 01_Introduction/07_eScience_11-46.srt | 19.73kB |
| 01_Introduction/07_eScience_11-46.txt | 13.08kB |
| 01_Introduction/08_Big_Data_14-36.mp4 | 22.92MB |
| 01_Introduction/08_Big_Data_14-36.pdf | 1.32MB |
| 01_Introduction/08_Big_Data_14-36.srt | 25.47kB |
| 01_Introduction/08_Big_Data_14-36.txt | 16.90kB |
| 01_Introduction/09_Logistics_7-42.mp4 | 11.43MB |
| 01_Introduction/09_Logistics_7-42.pdf | 353.52kB |
| 01_Introduction/09_Logistics_7-42.srt | 12.45kB |
| 01_Introduction/09_Logistics_7-42.txt | 8.22kB |
| 01_Introduction/10_WARNING_USES_OBSOLETE_TWITTER_API_Twitter_Assignment-_Getting_Started.mp4 | 26.52MB |
| 02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.mp4 | 15.62MB |
| 02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.pdf | 635.12kB |
| 02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.srt | 18.23kB |
| 02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.txt | 12.10kB |
| 02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.mp4 | 13.28MB |
| 02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.pdf | 301.43kB |
| 02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.srt | 13.67kB |
| 02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.txt | 8.98kB |
| 02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.mp4 | 16.54MB |
| 02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.pdf | 160.50kB |
| 02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.srt | 17.24kB |
| 02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.txt | 11.61kB |
| 02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.mp4 | 16.63MB |
| 02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.pdf | 373.12kB |
| 02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.srt | 15.74kB |
| 02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.txt | 10.39kB |
| 02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.mp4 | 16.85MB |
| 02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.pdf | 389.90kB |
| 02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.srt | 15.59kB |
| 02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.txt | 10.20kB |
| 02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.mp4 | 12.79MB |
| 02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.pdf | 503.90kB |
| 02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.srt | 12.62kB |
| 02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.txt | 8.25kB |
| 02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.mp4 | 19.11MB |
| 02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.pdf | 590.89kB |
| 02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.srt | 19.04kB |
| 02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.txt | 12.36kB |
| 02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.mp4 | 11.70MB |
| 02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.pdf | 63.06kB |
| 02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.srt | 11.38kB |
| 02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.txt | 7.57kB |
| 02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.mp4 | 16.82MB |
| 02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.pdf | 437.42kB |
| 02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.srt | 16.94kB |
| 02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.txt | 11.13kB |
| 02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.mp4 | 16.02MB |
| 02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.pdf | 677.21kB |
| 02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.srt | 14.39kB |
| 02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.txt | 9.46kB |
| 02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.mp4 | 14.71MB |
| 02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.pdf | 480.25kB |
| 02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.srt | 15.00kB |
| 02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.txt | 9.75kB |
| 03_MapReduce/01_Scalability_Basics_16-18.mp4 | 24.39MB |
| 03_MapReduce/01_Scalability_Basics_16-18.pdf | 229.26kB |
| 03_MapReduce/01_Scalability_Basics_16-18.srt | 24.09kB |
| 03_MapReduce/01_Scalability_Basics_16-18.txt | 15.76kB |
| 03_MapReduce/02_Parallel_Processing_Patterns_11-26.mp4 | 17.19MB |
| 03_MapReduce/02_Parallel_Processing_Patterns_11-26.pdf | 3.26MB |
| 03_MapReduce/02_Parallel_Processing_Patterns_11-26.srt | 16.74kB |
| 03_MapReduce/02_Parallel_Processing_Patterns_11-26.txt | 11.00kB |
| 03_MapReduce/03_MapReduce_Abstractions_11-17.mp4 | 17.68MB |
| 03_MapReduce/03_MapReduce_Abstractions_11-17.pdf | 2.29MB |
| 03_MapReduce/03_MapReduce_Abstractions_11-17.srt | 17.34kB |
| 03_MapReduce/03_MapReduce_Abstractions_11-17.txt | 11.39kB |
| 03_MapReduce/04_MapReduce_Pseudocode_7-54.mp4 | 12.87MB |
| 03_MapReduce/04_MapReduce_Pseudocode_7-54.pdf | 96.37kB |
| 03_MapReduce/04_MapReduce_Pseudocode_7-54.srt | 10.50kB |
| 03_MapReduce/04_MapReduce_Pseudocode_7-54.txt | 6.97kB |
| 03_MapReduce/05_MapReduce_Text_Examples_9-58.mp4 | 16.95MB |
| 03_MapReduce/05_MapReduce_Text_Examples_9-58.pdf | 345.67kB |
| 03_MapReduce/05_MapReduce_Text_Examples_9-58.srt | 13.29kB |
| 03_MapReduce/05_MapReduce_Text_Examples_9-58.txt | 8.71kB |
| 03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.mp4 | 19.65MB |
| 03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.pdf | 333.91kB |
| 03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.srt | 18.17kB |
| 03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.txt | 12.12kB |
| 03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.mp4 | 13.84MB |
| 03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.pdf | 325.67kB |
| 03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.srt | 10.25kB |
| 03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.txt | 6.61kB |
| 03_MapReduce/08_MapReduce_Implementation_Overview_13-38.mp4 | 18.91MB |
| 03_MapReduce/08_MapReduce_Implementation_Overview_13-38.pdf | 512.92kB |
| 03_MapReduce/08_MapReduce_Implementation_Overview_13-38.srt | 20.18kB |
| 03_MapReduce/08_MapReduce_Implementation_Overview_13-38.txt | 13.12kB |
| 03_MapReduce/09_Parallel_Databases_16-18.mp4 | 23.79MB |
| 03_MapReduce/09_Parallel_Databases_16-18.pdf | 394.73kB |
| 03_MapReduce/09_Parallel_Databases_16-18.srt | 24.86kB |
| 03_MapReduce/09_Parallel_Databases_16-18.txt | 16.32kB |
| 03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.mp4 | 9.39MB |
| 03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.pdf | 97.15kB |
| 03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.srt | 11.32kB |
| 03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.txt | 7.48kB |
| 03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.mp4 | 21.14MB |
| 03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.pdf | 747.61kB |
| 03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.srt | 20.19kB |
| 03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.txt | 13.27kB |
| 04_NoSQL/01_NoSQL_Introduction_8-30.mp4 | 13.41MB |
| 04_NoSQL/01_NoSQL_Introduction_8-30.pdf | 537.76kB |
| 04_NoSQL/01_NoSQL_Introduction_8-30.srt | 13.50kB |
| 04_NoSQL/01_NoSQL_Introduction_8-30.txt | 8.99kB |
| 04_NoSQL/02_Eventual_Consistency_18-56.mp4 | 27.21MB |
| 04_NoSQL/02_Eventual_Consistency_18-56.pdf | 734.94kB |
| 04_NoSQL/02_Eventual_Consistency_18-56.srt | 29.27kB |
| 04_NoSQL/02_Eventual_Consistency_18-56.txt | 19.51kB |
| 04_NoSQL/03_Example-_Memcached_16-37.mp4 | 24.44MB |
| 04_NoSQL/03_Example-_Memcached_16-37.pdf | 599.87kB |
| 04_NoSQL/03_Example-_Memcached_16-37.srt | 23.94kB |
| 04_NoSQL/03_Example-_Memcached_16-37.txt | 15.68kB |
| 04_NoSQL/04_Example-_Dynamo_10-16.mp4 | 14.45MB |
| 04_NoSQL/04_Example-_Dynamo_10-16.pdf | 477.38kB |
| 04_NoSQL/04_Example-_Dynamo_10-16.srt | 13.94kB |
| 04_NoSQL/04_Example-_Dynamo_10-16.txt | 9.29kB |
| 04_NoSQL/05_Example-_CouchDB_10-00.mp4 | 14.72MB |
| 04_NoSQL/05_Example-_CouchDB_10-00.pdf | 575.69kB |
| 04_NoSQL/05_Example-_CouchDB_10-00.srt | 15.51kB |
| 04_NoSQL/05_Example-_CouchDB_10-00.txt | 10.16kB |
| 04_NoSQL/06_Example-_BigTable_11-05.mp4 | 16.24MB |
| 04_NoSQL/06_Example-_BigTable_11-05.pdf | 494.78kB |
| 04_NoSQL/06_Example-_BigTable_11-05.srt | 15.93kB |
| 04_NoSQL/06_Example-_BigTable_11-05.txt | 10.58kB |
| 04_NoSQL/07_Example-_Other_Google_Systems_16-18.mp4 | 24.89MB |
| 04_NoSQL/07_Example-_Other_Google_Systems_16-18.pdf | 746.36kB |
| 04_NoSQL/07_Example-_Other_Google_Systems_16-18.srt | 25.26kB |
| 04_NoSQL/07_Example-_Other_Google_Systems_16-18.txt | 16.76kB |
| 04_NoSQL/08_Response_to_NoSQL_Systems_14-44.mp4 | 20.32MB |
| 04_NoSQL/08_Response_to_NoSQL_Systems_14-44.pdf | 764.51kB |
| 04_NoSQL/08_Response_to_NoSQL_Systems_14-44.srt | 22.58kB |
| 04_NoSQL/08_Response_to_NoSQL_Systems_14-44.txt | 15.03kB |
| 04_NoSQL/09_Pig_Intro_12-02.mp4 | 16.12MB |
| 04_NoSQL/09_Pig_Intro_12-02.pdf | 539.73kB |
| 04_NoSQL/09_Pig_Intro_12-02.srt | 18.48kB |
| 04_NoSQL/09_Pig_Intro_12-02.txt | 12.32kB |
| 04_NoSQL/10_Pig_Functions_11-41.mp4 | 17.28MB |
| 04_NoSQL/10_Pig_Functions_11-41.pdf | 195.62kB |
| 04_NoSQL/10_Pig_Functions_11-41.srt | 16.28kB |
| 04_NoSQL/10_Pig_Functions_11-41.txt | 10.83kB |
| 04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.mp4 | 23.52MB |
| 04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.pdf | 239.35kB |
| 04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.srt | 23.23kB |
| 04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.txt | 15.26kB |
| 04_NoSQL/12_Pig_Evaluation_10-11.mp4 | 15.08MB |
| 04_NoSQL/12_Pig_Evaluation_10-11.pdf | 344.11kB |
| 04_NoSQL/12_Pig_Evaluation_10-11.srt | 15.35kB |
| 04_NoSQL/12_Pig_Evaluation_10-11.txt | 10.18kB |
| 05_Topics_in_Statistics/01_Statistics_Intro_10-36.mp4 | 17.69MB |
| 05_Topics_in_Statistics/01_Statistics_Intro_10-36.pdf | 152.21kB |
| 05_Topics_in_Statistics/01_Statistics_Intro_10-36.srt | 15.91kB |
| 05_Topics_in_Statistics/01_Statistics_Intro_10-36.txt | 10.42kB |
| 05_Topics_in_Statistics/02_Publication_Bias_8-45.mp4 | 13.64MB |
| 05_Topics_in_Statistics/02_Publication_Bias_8-45.pdf | 418.07kB |
| 05_Topics_in_Statistics/02_Publication_Bias_8-45.srt | 12.39kB |
| 05_Topics_in_Statistics/02_Publication_Bias_8-45.txt | 8.05kB |
| 05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.mp4 | 14.83MB |
| 05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.pdf | 581.63kB |
| 05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.srt | 14.57kB |
| 05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.txt | 9.57kB |
| 05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.mp4 | 16.75MB |
| 05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.pdf | 1.28MB |
| 05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.srt | 14.63kB |
| 05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.txt | 9.56kB |
| 05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.mp4 | 17.33MB |
| 05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.pdf | 478.67kB |
| 05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.srt | 15.89kB |
| 05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.txt | 10.33kB |
| 05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.mp4 | 18.35MB |
| 05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.pdf | 675.19kB |
| 05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.srt | 16.96kB |
| 05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.txt | 11.19kB |
| 05_Topics_in_Statistics/07_Bayesian_Intro_7-59.mp4 | 13.12MB |
| 05_Topics_in_Statistics/07_Bayesian_Intro_7-59.pdf | 105.99kB |
| 05_Topics_in_Statistics/07_Bayesian_Intro_7-59.srt | 11.07kB |
| 05_Topics_in_Statistics/07_Bayesian_Intro_7-59.txt | 7.33kB |
| 05_Topics_in_Statistics/08_Bayes_Rule_11-53.mp4 | 18.53MB |
| 05_Topics_in_Statistics/08_Bayes_Rule_11-53.pdf | 419.23kB |
| 05_Topics_in_Statistics/08_Bayes_Rule_11-53.srt | 15.99kB |
| 05_Topics_in_Statistics/08_Bayes_Rule_11-53.txt | 10.53kB |
| 06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.mp4 | 12.21MB |
| 06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.pdf | 336.39kB |
| 06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.srt | 12.61kB |
| 06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.txt | 8.31kB |
| 06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.mp4 | 8.42MB |
| 06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.pdf | 95.19kB |
| 06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.srt | 8.20kB |
| 06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.txt | 5.46kB |
| 06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.mp4 | 13.51MB |
| 06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.pdf | 495.85kB |
| 06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.srt | 13.26kB |
| 06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.txt | 8.72kB |
| 06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.mp4 | 9.06MB |
| 06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.pdf | 285.18kB |
| 06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.srt | 7.67kB |
| 06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.txt | 5.09kB |
| 06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.mp4 | 16.49MB |
| 06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.pdf | 488.07kB |
| 06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.srt | 14.49kB |
| 06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.txt | 9.28kB |
| 06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.mp4 | 20.19MB |
| 06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.pdf | 428.76kB |
| 06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.srt | 17.74kB |
| 06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.txt | 11.45kB |
| 06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.mp4 | 17.02MB |
| 06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.pdf | 354.87kB |
| 06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.srt | 17.02kB |
| 06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.txt | 11.29kB |
| 06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.mp4 | 16.16MB |
| 06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.pdf | 277.08kB |
| 06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.srt | 15.42kB |
| 06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.txt | 10.28kB |
| 06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.mp4 | 6.96MB |
| 06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.pdf | 291.54kB |
| 06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.srt | 6.08kB |
| 06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.txt | 3.95kB |
| 06_Topics_in_Machine_Learning_Part_1/10_10_Ensembles_Bagging_and_Boosting_09-19.mp4 | 14.51MB |
| 06_Topics_in_Machine_Learning_Part_1/10_10_Ensembles_Bagging_and_Boosting_09-19.pdf | 247.99kB |
| 06_Topics_in_Machine_Learning_Part_1/10_10_Ensembles_Bagging_and_Boosting_09-19.srt | 13.63kB |
| 06_Topics_in_Machine_Learning_Part_1/10_10_Ensembles_Bagging_and_Boosting_09-19.txt | 8.84kB |
| 06_Topics_in_Machine_Learning_Part_1/11_11_Random_Forests_11-16.mp4 | 17.61MB |
| 06_Topics_in_Machine_Learning_Part_1/11_11_Random_Forests_11-16.pdf | 89.65kB |
| 06_Topics_in_Machine_Learning_Part_1/11_11_Random_Forests_11-16.srt | 16.45kB |
| 06_Topics_in_Machine_Learning_Part_1/11_11_Random_Forests_11-16.txt | 10.75kB |
| 06_Topics_in_Machine_Learning_Part_1/12_12_k_Nearest_Neighbors_11-43.mp4 | 17.67MB |
| 06_Topics_in_Machine_Learning_Part_1/12_12_k_Nearest_Neighbors_11-43.pdf | 192.37kB |
| 06_Topics_in_Machine_Learning_Part_1/12_12_k_Nearest_Neighbors_11-43.srt | 16.03kB |
| 06_Topics_in_Machine_Learning_Part_1/12_12_k_Nearest_Neighbors_11-43.txt | 10.51kB |
| 07_Topics_in_Machine_Learning_Part_2/01_01_Gradient_Descent_Part_1_07-18.mp4 | 10.63MB |
| 07_Topics_in_Machine_Learning_Part_2/01_01_Gradient_Descent_Part_1_07-18.pdf | 1.43MB |
| 07_Topics_in_Machine_Learning_Part_2/01_01_Gradient_Descent_Part_1_07-18.srt | 11.54kB |
| 07_Topics_in_Machine_Learning_Part_2/01_01_Gradient_Descent_Part_1_07-18.txt | 7.69kB |
| 07_Topics_in_Machine_Learning_Part_2/02_02_Gradient_Descent_Part_2_06-29.mp4 | 9.51MB |
| 07_Topics_in_Machine_Learning_Part_2/02_02_Gradient_Descent_Part_2_06-29.pdf | 609.37kB |
| 07_Topics_in_Machine_Learning_Part_2/02_02_Gradient_Descent_Part_2_06-29.srt | 9.27kB |
| 07_Topics_in_Machine_Learning_Part_2/02_02_Gradient_Descent_Part_2_06-29.txt | 6.22kB |
| 07_Topics_in_Machine_Learning_Part_2/03_03_Intuition_for_Logistic_Regression_and_Support_Vector_Machines_10-55.mp4 | 16.29MB |
| 07_Topics_in_Machine_Learning_Part_2/03_03_Intuition_for_Logistic_Regression_and_Support_Vector_Machines_10-55.pdf | 655.69kB |
| 07_Topics_in_Machine_Learning_Part_2/03_03_Intuition_for_Logistic_Regression_and_Support_Vector_Machines_10-55.srt | 15.97kB |
| 07_Topics_in_Machine_Learning_Part_2/03_03_Intuition_for_Logistic_Regression_and_Support_Vector_Machines_10-55.txt | 10.58kB |
| 07_Topics_in_Machine_Learning_Part_2/04_04_Intuition_for_Regularization_06-59.mp4 | 10.38MB |
| 07_Topics_in_Machine_Learning_Part_2/04_04_Intuition_for_Regularization_06-59.pdf | 501.89kB |
| 07_Topics_in_Machine_Learning_Part_2/04_04_Intuition_for_Regularization_06-59.srt | 10.64kB |
| 07_Topics_in_Machine_Learning_Part_2/04_04_Intuition_for_Regularization_06-59.txt | 7.14kB |
| 07_Topics_in_Machine_Learning_Part_2/05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.mp4 | 13.64MB |
| 07_Topics_in_Machine_Learning_Part_2/05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.pdf | 502.10kB |
| 07_Topics_in_Machine_Learning_Part_2/05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.srt | 13.53kB |
| 07_Topics_in_Machine_Learning_Part_2/05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.txt | 9.16kB |
| 07_Topics_in_Machine_Learning_Part_2/06_06_Unsupervised_Learning_06-11.mp4 | 9.11MB |
| 07_Topics_in_Machine_Learning_Part_2/06_06_Unsupervised_Learning_06-11.pdf | 564.17kB |
| 07_Topics_in_Machine_Learning_Part_2/06_06_Unsupervised_Learning_06-11.srt | 10.42kB |
| 07_Topics_in_Machine_Learning_Part_2/06_06_Unsupervised_Learning_06-11.txt | 6.96kB |
| 07_Topics_in_Machine_Learning_Part_2/07_07_K-means_05-56.mp4 | 8.36MB |
| 07_Topics_in_Machine_Learning_Part_2/07_07_K-means_05-56.pdf | 185.51kB |
| 07_Topics_in_Machine_Learning_Part_2/07_07_K-means_05-56.srt | 7.47kB |
| 07_Topics_in_Machine_Learning_Part_2/07_07_K-means_05-56.txt | 4.97kB |
| 07_Topics_in_Machine_Learning_Part_2/08_08_DBSCAN_09-13.mp4 | 14.38MB |
| 07_Topics_in_Machine_Learning_Part_2/08_08_DBSCAN_09-13.pdf | 651.78kB |
| 07_Topics_in_Machine_Learning_Part_2/08_08_DBSCAN_09-13.srt | 13.34kB |
| 07_Topics_in_Machine_Learning_Part_2/08_08_DBSCAN_09-13.txt | 8.97kB |
| 08_Visualization/01_01_Introduction_7-17.mp4 | 10.72MB |
| 08_Visualization/01_01_Introduction_7-17.pdf | 689.68kB |
| 08_Visualization/01_01_Introduction_7-17.srt | 10.09kB |
| 08_Visualization/01_01_Introduction_7-17.txt | 6.74kB |
| 08_Visualization/02_02_Data_Types_9-37.mp4 | 14.12MB |
| 08_Visualization/02_02_Data_Types_9-37.pdf | 977.60kB |
| 08_Visualization/02_02_Data_Types_9-37.srt | 12.94kB |
| 08_Visualization/02_02_Data_Types_9-37.txt | 8.57kB |
| 08_Visualization/03_03_Data_Types_Exercises_4-07.mp4 | 6.24MB |
| 08_Visualization/03_03_Data_Types_Exercises_4-07.pdf | 434.24kB |
| 08_Visualization/03_03_Data_Types_Exercises_4-07.srt | 5.01kB |
| 08_Visualization/03_03_Data_Types_Exercises_4-07.txt | 3.25kB |
| 08_Visualization/04_04_Data_Dimensions_3-08.mp4 | 4.58MB |
| 08_Visualization/04_04_Data_Dimensions_3-08.pdf | 686.86kB |
| 08_Visualization/04_04_Data_Dimensions_3-08.srt | 3.99kB |
| 08_Visualization/04_04_Data_Dimensions_3-08.txt | 2.64kB |
| 08_Visualization/05_05_Visual_Encoding_Part_1_6-38.mp4 | 10.07MB |
| 08_Visualization/05_05_Visual_Encoding_Part_1_6-38.pdf | 768.05kB |
| 08_Visualization/05_05_Visual_Encoding_Part_1_6-38.srt | 7.99kB |
| 08_Visualization/05_05_Visual_Encoding_Part_1_6-38.txt | 5.25kB |
| 08_Visualization/06_06_Visual_Encoding_Part_2_2-54.mp4 | 4.43MB |
| 08_Visualization/06_06_Visual_Encoding_Part_2_2-54.pdf | 701.81kB |
| 08_Visualization/06_06_Visual_Encoding_Part_2_2-54.srt | 3.63kB |
| 08_Visualization/06_06_Visual_Encoding_Part_2_2-54.txt | 2.38kB |
| 08_Visualization/07_07_Visual_Perception_Part_1_4-39.mp4 | 6.86MB |
| 08_Visualization/07_07_Visual_Perception_Part_1_4-39.pdf | 905.91kB |
| 08_Visualization/07_07_Visual_Perception_Part_1_4-39.srt | 6.38kB |
| 08_Visualization/07_07_Visual_Perception_Part_1_4-39.txt | 4.25kB |
| 08_Visualization/08_08_Visual_Perception_Part_2_4-18.mp4 | 6.28MB |
| 08_Visualization/08_08_Visual_Perception_Part_2_4-18.pdf | 460.60kB |
| 08_Visualization/08_08_Visual_Perception_Part_2_4-18.srt | 5.36kB |
| 08_Visualization/08_08_Visual_Perception_Part_2_4-18.txt | 3.53kB |
| 08_Visualization/09_09_Visual_Perception_Part_3_3-56.mp4 | 5.56MB |
| 08_Visualization/09_09_Visual_Perception_Part_3_3-56.pdf | 338.15kB |
| 08_Visualization/09_09_Visual_Perception_Part_3_3-56.srt | 4.51kB |
| 08_Visualization/09_09_Visual_Perception_Part_3_3-56.txt | 3.03kB |
| 08_Visualization/10_10_Evaluation_3-25.mp4 | 5.28MB |
| 08_Visualization/10_10_Evaluation_3-25.pdf | 305.54kB |
| 08_Visualization/10_10_Evaluation_3-25.srt | 4.28kB |
| 08_Visualization/10_10_Evaluation_3-25.txt | 2.83kB |
| 09_Graph_Analytics/01_01_Graph_Basics_06-22.mp4 | 9.16MB |
| 09_Graph_Analytics/01_01_Graph_Basics_06-22.pdf | 420.82kB |
| 09_Graph_Analytics/01_01_Graph_Basics_06-22.srt | 11.26kB |
| 09_Graph_Analytics/01_01_Graph_Basics_06-22.txt | 7.41kB |
| 09_Graph_Analytics/02_02_Structure-_Degree_Histograms_08-14.mp4 | 12.38MB |
| 09_Graph_Analytics/02_02_Structure-_Degree_Histograms_08-14.pdf | 493.38kB |
| 09_Graph_Analytics/02_02_Structure-_Degree_Histograms_08-14.srt | 12.47kB |
| 09_Graph_Analytics/02_02_Structure-_Degree_Histograms_08-14.txt | 8.16kB |
| 09_Graph_Analytics/03_03_Structure-_Diameter_Connectivity_Centrality_06-56.mp4 | 10.09MB |
| 09_Graph_Analytics/03_03_Structure-_Diameter_Connectivity_Centrality_06-56.pdf | 408.41kB |
| 09_Graph_Analytics/03_03_Structure-_Diameter_Connectivity_Centrality_06-56.srt | 10.59kB |
| 09_Graph_Analytics/03_03_Structure-_Diameter_Connectivity_Centrality_06-56.txt | 7.03kB |
| 09_Graph_Analytics/04_04_Traversal-_PageRank_06-37.mp4 | 9.84MB |
| 09_Graph_Analytics/04_04_Traversal-_PageRank_06-37.pdf | 285.28kB |
| 09_Graph_Analytics/04_04_Traversal-_PageRank_06-37.srt | 10.46kB |
| 09_Graph_Analytics/04_04_Traversal-_PageRank_06-37.txt | 6.96kB |
| 09_Graph_Analytics/05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.mp4 | 10.80MB |
| 09_Graph_Analytics/05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.pdf | 409.57kB |
| 09_Graph_Analytics/05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.srt | 11.14kB |
| 09_Graph_Analytics/05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.txt | 7.40kB |
| 09_Graph_Analytics/06_06_Patterns-_Triangles_SPARQL_Datalog_10-02.mp4 | 14.58MB |
| 09_Graph_Analytics/06_06_Patterns-_Triangles_SPARQL_Datalog_10-02.pdf | 478.72kB |
| 09_Graph_Analytics/06_06_Patterns-_Triangles_SPARQL_Datalog_10-02.srt | 16.02kB |
| 09_Graph_Analytics/06_06_Patterns-_Triangles_SPARQL_Datalog_10-02.txt | 10.50kB |
| 09_Graph_Analytics/07_07_Patterns-_Relational_Algebra_for_Graph_Query_08-26.mp4 | 12.55MB |
| 09_Graph_Analytics/07_07_Patterns-_Relational_Algebra_for_Graph_Query_08-26.pdf | 93.63kB |
| 09_Graph_Analytics/07_07_Patterns-_Relational_Algebra_for_Graph_Query_08-26.srt | 14.17kB |
| 09_Graph_Analytics/07_07_Patterns-_Relational_Algebra_for_Graph_Query_08-26.txt | 9.34kB |
| 09_Graph_Analytics/08_08_PRISM_Example_in_Datalog_11-10.mp4 | 16.99MB |
| 09_Graph_Analytics/08_08_PRISM_Example_in_Datalog_11-10.pdf | 150.57kB |
| 09_Graph_Analytics/08_08_PRISM_Example_in_Datalog_11-10.srt | 16.95kB |
| 09_Graph_Analytics/08_08_PRISM_Example_in_Datalog_11-10.txt | 11.29kB |
| 09_Graph_Analytics/09_09_Evaluating_Graph_Traversal_Queries_08-29.mp4 | 12.15MB |
| 09_Graph_Analytics/09_09_Evaluating_Graph_Traversal_Queries_08-29.pdf | 590.84kB |
| 09_Graph_Analytics/09_09_Evaluating_Graph_Traversal_Queries_08-29.srt | 12.73kB |
| 09_Graph_Analytics/09_09_Evaluating_Graph_Traversal_Queries_08-29.txt | 8.50kB |
| 09_Graph_Analytics/10_10_Optimizing_MapReduce_for_Graph_Traversal_08-20.mp4 | 12.75MB |
| 09_Graph_Analytics/10_10_Optimizing_MapReduce_for_Graph_Traversal_08-20.pdf | 448.39kB |
| 09_Graph_Analytics/10_10_Optimizing_MapReduce_for_Graph_Traversal_08-20.srt | 12.37kB |
| 09_Graph_Analytics/10_10_Optimizing_MapReduce_for_Graph_Traversal_08-20.txt | 8.28kB |
| 09_Graph_Analytics/11_11_Graph_Representations_06-51.mp4 | 10.13MB |
| 09_Graph_Analytics/11_11_Graph_Representations_06-51.pdf | 433.93kB |
| 09_Graph_Analytics/11_11_Graph_Representations_06-51.srt | 9.08kB |
| 09_Graph_Analytics/11_11_Graph_Representations_06-51.txt | 6.06kB |
| 09_Graph_Analytics/12_12_PageRank_in_MapReduce_and_Pregel_10-42.mp4 | 15.77MB |
| 09_Graph_Analytics/12_12_PageRank_in_MapReduce_and_Pregel_10-42.pdf | 822.93kB |
| 09_Graph_Analytics/12_12_PageRank_in_MapReduce_and_Pregel_10-42.srt | 14.74kB |
| 09_Graph_Analytics/12_12_PageRank_in_MapReduce_and_Pregel_10-42.txt | 9.77kB |
| AWSSetup/AWSSetup.html | 60.07kB |
| AWSSetup/links.txt | 2.85kB |
| AboutUs/AboutUs.html | 40.66kB |
| AboutUs/links.txt | 2.00kB |
| ClassVirtualMachine/ClassVirtualMachine.html | 41.45kB |
| ClassVirtualMachine/links.txt | 2.20kB |
| CourseLogistics/CourseLogistics.html | 45.90kB |
| CourseLogistics/R-intro.pdf | 636.37kB |
| CourseLogistics/links.txt | 2.21kB |
| CourseLogistics/zip_page.html | 45.90kB |
| DiscussionForums/DiscussionForums.html | 65.91kB |
| DiscussionForums/links.txt | 8.41kB |
| GithubInstructions/GithubInstructions.html | 43.27kB |
| GithubInstructions/links.txt | 2.39kB |
| Home/Home.html | 79.45kB |
| Home/links.txt | 3.93kB |
| Home/p1318-chattopadhyay.pdf | 395.55kB |
| Home/zip_page.html | 79.45kB |
| OptionalRealWorldProject/OptionalRealWorldProject.html | 50.34kB |
| OptionalRealWorldProject/links.txt | 2.61kB |
| PeerAssessments/PeerAssessments.html | 50.98kB |
| PeerAssessments/links.txt | 2.28kB |
| ProgrammingAssignments/ProgrammingAssignments.html | 108.43kB |
| ProgrammingAssignments/links.txt | 5.29kB |
| PythonResources/PythonResources.html | 42.25kB |
| PythonResources/links.txt | 2.17kB |
| QuickQuestions15/QuickQuestions15.html | 59.64kB |
| QuickQuestions15/links.txt | 1.88kB |
| Quizzes.html | 43.66kB |
| Quizzes/0_Optional_Largescale_processing_in_the_cloud/0_Optional_Largescale_processing_in_the_cloud.html | 61.84kB |
| Quizzes/0_Optional_Largescale_processing_in_the_cloud/links.txt | 2.93kB |
| Quizzes/1_R_Assignment_Classification_of_Ocean_Microbes/1_R_Assignment_Classification_of_Ocean_Microbes.html | 72.23kB |
| Quizzes/1_R_Assignment_Classification_of_Ocean_Microbes/links.txt | 2.12kB |
| Surveys.html | 38.33kB |
| Surveys/0_Precourse_Experience_Survey_not_for_credit/0_Precourse_Experience_Survey_not_for_credit.html | 59.42kB |
| Surveys/0_Precourse_Experience_Survey_not_for_credit/links.txt | 2.05kB |
| Syllabus/04.surveys.cattell.pdf | 36.11kB |
| Syllabus/Syllabus.html | 61.59kB |
| Syllabus/aj_recordLinkage_06.pdf | 2.61MB |
| Syllabus/book.pdf | 3.05MB |
| Syllabus/cacm12.pdf | 160.18kB |
| Syllabus/links.txt | 5.62kB |
| Syllabus/os-giraph-pdf.pdf | 297.42kB |
| Syllabus/stonebraker-cacm2010.pdf | 3.63MB |
| Syllabus/survey2.pdf | 401.30kB |
| Syllabus/vldb09-madskills.pdf | 280.61kB |
| Syllabus/zip_page.html | 61.59kB |
| assignment_home.html | 108.43kB |
| assignments/AlgorithmsinMapReduceHelpCenter/links.txt | 2.10kB |
| assignments/DatabaseAssignmentSimpleInDatabaseTextAnalyticsHelpCenter/links.txt | 2.28kB |
| assignments/TwitterSentimentAnalysisinPythonHelpCenter/links.txt | 3.42kB |
| assignments/TwitterSentimentAnalysisinPythonHelpCenter/oconnor+balasubramanyan+routledge+smith.icwsm10.pdf | 530.51kB |
| assignments/TwitterSentimentAnalysisinPythonHelpCenter/zip_page.html | 61.86kB |
| course_home.html | 78.39kB |
| datasci-002-about.json | 7.85kB |
| entered_login.html | 1.37MB |
pj
datasci-002 (429 files)
01_Introduction/01_Appetite_Whetting_Part_1_15-38.mp4 
