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| 0_Optional_Largescale_processing_in_the_cloud.html |
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| 0_Precourse_Experience_Survey_not_for_credit.html |
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| 01_01_Gradient_Descent_Part_1_07-18.mp4 |
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| 01_01_Gradient_Descent_Part_1_07-18.pdf |
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| 01_01_Gradient_Descent_Part_1_07-18.srt |
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| 01_01_Gradient_Descent_Part_1_07-18.txt |
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| 01_01_Graph_Basics_06-22.mp4 |
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| 01_01_Graph_Basics_06-22.pdf |
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| 01_01_Graph_Basics_06-22.srt |
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| 01_01_Graph_Basics_06-22.txt |
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| 01_01_Introduction_7-17.mp4 |
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| 01_01_Introduction_7-17.pdf |
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| 01_01_Introduction_7-17.srt |
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| 01_01_Introduction_7-17.txt |
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| 01_01_Introduction_to_Machine_Learning_Part_1_07-54.mp4 |
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| 01_01_Introduction_to_Machine_Learning_Part_1_07-54.pdf |
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| 01_01_Introduction_to_Machine_Learning_Part_1_07-54.srt |
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| 01_01_Introduction_to_Machine_Learning_Part_1_07-54.txt |
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| 01_Appetite_Whetting_Part_1_15-38.mp4 |
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| 01_Appetite_Whetting_Part_1_15-38.pdf |
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| 01_Appetite_Whetting_Part_1_15-38.txt |
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| 01_From_Data_Models_to_Databases_10-35.mp4 |
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| 01_From_Data_Models_to_Databases_10-35.pdf |
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| 01_From_Data_Models_to_Databases_10-35.txt |
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| 01_NoSQL_Introduction_8-30.mp4 |
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| 01_NoSQL_Introduction_8-30.pdf |
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| 01_NoSQL_Introduction_8-30.srt |
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| 01_NoSQL_Introduction_8-30.txt |
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| 01_Scalability_Basics_16-18.mp4 |
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| 01_Scalability_Basics_16-18.pdf |
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| 01_Scalability_Basics_16-18.srt |
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| 01_Scalability_Basics_16-18.txt |
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| 01_Statistics_Intro_10-36.mp4 |
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| 01_Statistics_Intro_10-36.pdf |
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| 01_Statistics_Intro_10-36.srt |
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| 01_Statistics_Intro_10-36.txt |
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| 02_02_Data_Types_9-37.mp4 |
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| 02_02_Data_Types_9-37.pdf |
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| 02_02_Data_Types_9-37.srt |
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| 02_02_Data_Types_9-37.txt |
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| 02_02_Gradient_Descent_Part_2_06-29.mp4 |
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| 02_02_Gradient_Descent_Part_2_06-29.pdf |
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| 02_02_Gradient_Descent_Part_2_06-29.txt |
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| 02_02_Introduction_to_Machine_Learning_Part_2_05-23.mp4 |
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| 02_02_Introduction_to_Machine_Learning_Part_2_05-23.pdf |
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| 02_02_Introduction_to_Machine_Learning_Part_2_05-23.srt |
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| 02_02_Introduction_to_Machine_Learning_Part_2_05-23.txt |
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| 02_02_Structure-_Degree_Histograms_08-14.mp4 |
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| 02_02_Structure-_Degree_Histograms_08-14.pdf |
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| 02_02_Structure-_Degree_Histograms_08-14.txt |
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| 02_Appetite_Whetting_Part_2_13-44.mp4 |
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| 02_Appetite_Whetting_Part_2_13-44.pdf |
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| 02_Eventual_Consistency_18-56.mp4 |
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| 02_Eventual_Consistency_18-56.pdf |
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| 02_Eventual_Consistency_18-56.srt |
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| 02_Eventual_Consistency_18-56.txt |
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| 02_Motivating_Relational_Algebra_8-57.mp4 |
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| 02_Motivating_Relational_Algebra_8-57.pdf |
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| 02_Motivating_Relational_Algebra_8-57.txt |
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| 02_Parallel_Processing_Patterns_11-26.mp4 |
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| 02_Parallel_Processing_Patterns_11-26.pdf |
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| 02_Parallel_Processing_Patterns_11-26.srt |
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| 02_Parallel_Processing_Patterns_11-26.txt |
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| 02_Publication_Bias_8-45.mp4 |
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| 02_Publication_Bias_8-45.pdf |
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| 02_Publication_Bias_8-45.srt |
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| 02_Publication_Bias_8-45.txt |
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| 03_03_Data_Types_Exercises_4-07.mp4 |
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| 03_03_Data_Types_Exercises_4-07.pdf |
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| 03_03_Data_Types_Exercises_4-07.txt |
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| 03 03 Intuition for Logistic Regression and Support Vector Machines 10-55 mp4 |
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| 03 03 Intuition for Logistic Regression and Support Vector Machines 10-55 pdf |
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| 03_03_Structure-_Diameter_Connectivity_Centrality_06-56.mp4 |
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| 03_03_Structure-_Diameter_Connectivity_Centrality_06-56.pdf |
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| 03_Context_9-30.txt |
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| 03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.mp4 |
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| 03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.pdf |
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| 03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.txt |
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| 03_Example-_Memcached_16-37.mp4 |
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| 03_Example-_Memcached_16-37.pdf |
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| 03_MapReduce_Abstractions_11-17.mp4 |
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| 03_MapReduce_Abstractions_11-17.pdf |
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| 03_Relational_Algebra_Introduction_10-58.mp4 |
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| 03_Relational_Algebra_Introduction_10-58.pdf |
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| 04_04_Data_Dimensions_3-08.mp4 |
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| 04_04_Intuition_for_Regularization_06-59.mp4 |
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| 04_04_Rules_Part_2_05-39.mp4 |
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| 04_04_Traversal-_PageRank_06-37.mp4 |
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| 04_Dimensions_10-24.mp4 |
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| 04_Dimensions_10-24.pdf |
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| 04_Example-_Dynamo_10-16.mp4 |
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| 04_Example-_Dynamo_10-16.pdf |
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| 04_Fraud_and_Benfords_Law_10-55.mp4 |
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| 04_MapReduce_Pseudocode_7-54.mp4 |
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| 04_MapReduce_Pseudocode_7-54.pdf |
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| 04_Relational_Algebra_Details-_Union_Diff_Select_10-53.mp4 |
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| 04_Relational_Algebra_Details-_Union_Diff_Select_10-53.pdf |
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| 04.surveys.cattell.pdf |
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| 05_05_Decision_Trees__Entropy_10-51.mp4 |
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| 05_05_Decision_Trees__Entropy_10-51.pdf |
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| 05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.mp4 |
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| 05_05_Stochastic_Gradient_Descent_Minibatches_Parallelization_08-53.pdf |
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| 05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.mp4 |
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| 05_05_Traversal-_Spanning_Trees_Circuits_Flows_06-57.pdf |
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| 05_05_Visual_Encoding_Part_1_6-38.mp4 |
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| 05_05_Visual_Encoding_Part_1_6-38.pdf |
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| 05_Example-_CouchDB_10-00.mp4 |
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| 05_MapReduce_Text_Examples_9-58.mp4 |
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| 05_MapReduce_Text_Examples_9-58.pdf |
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| 05_Multiple_Hypothesis_Testing_11-22.mp4 |
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| 05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.mp4 |
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| 05_This_Course_Part_1_14-02.mp4 |
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| 06_06_Information_Gain_11-43.mp4 |
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| 06_06_Patterns-_Triangles_SPARQL_Datalog_10-02.mp4 |
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| 06_06_Unsupervised_Learning_06-11.mp4 |
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| 06_06_Visual_Encoding_Part_2_2-54.mp4 |
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| 06_Example-_BigTable_11-05.mp4 |
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| 06_MapReduce_Relational_Join_Social_Example_13-17.mp4 |
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| 06_MapReduce_Relational_Join_Social_Example_13-17.pdf |
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| 06_Recap_and_Big_Data_11-39.mp4 |
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| 06_Relational_Algebra_Details-_Theta-Join_8-34.mp4 |
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| 07_07_Patterns-_Relational_Algebra_for_Graph_Query_08-26.mp4 |
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| 07_Example-_Other_Google_Systems_16-18.mp4 |
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| 07_Example-_Other_Google_Systems_16-18.pdf |
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| 07_MapReduce_Matrix_Multiply_Example_9-31.mp4 |
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| 07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.mp4 |
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