[Coursera] University of Washington - Introduction to Data Science [94 MP4, 104 PDF, 112 TXT, 25 HTML, 93 SRT] - 磁力管家

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文档列表

04_NoSQL/02_Eventual_Consistency_18-56.mp4 27.2 MB
01_Introduction/01_Appetite_Whetting_Part_1_15-38.pdf 1.0 MB
01_Introduction/01_Appetite_Whetting_Part_1_15-38.srt 22.9 kB
01_Introduction/01_Appetite_Whetting_Part_1_15-38.txt 15.0 kB
01_Introduction/02_Appetite_Whetting_Part_2_13-44.mp4 21.2 MB
01_Introduction/02_Appetite_Whetting_Part_2_13-44.pdf 1.2 MB
01_Introduction/02_Appetite_Whetting_Part_2_13-44.srt 18.5 kB
01_Introduction/02_Appetite_Whetting_Part_2_13-44.txt 12.3 kB
01_Introduction/03_Context_9-30.mp4 14.1 MB
01_Introduction/03_Context_9-30.pdf 439.9 kB
01_Introduction/03_Context_9-30.srt 16.0 kB
01_Introduction/03_Context_9-30.txt 10.7 kB
01_Introduction/04_Dimensions_10-24.mp4 13.4 MB
01_Introduction/04_Dimensions_10-24.pdf 288.5 kB
01_Introduction/04_Dimensions_10-24.srt 16.9 kB
01_Introduction/04_Dimensions_10-24.txt 11.4 kB
01_Introduction/05_This_Course_Part_1_14-02.mp4 20.6 MB
01_Introduction/05_This_Course_Part_1_14-02.pdf 721.1 kB
01_Introduction/05_This_Course_Part_1_14-02.srt 23.0 kB
01_Introduction/05_This_Course_Part_1_14-02.txt 15.2 kB
01_Introduction/06_This_Course_Part_2_10-50.mp4 14.8 MB
01_Introduction/06_This_Course_Part_2_10-50.pdf 392.1 kB
01_Introduction/06_This_Course_Part_2_10-50.srt 16.8 kB
01_Introduction/06_This_Course_Part_2_10-50.txt 11.4 kB
01_Introduction/07_eScience_11-46.mp4 17.6 MB
01_Introduction/07_eScience_11-46.pdf 2.7 MB
01_Introduction/07_eScience_11-46.srt 19.7 kB
01_Introduction/07_eScience_11-46.txt 13.1 kB
01_Introduction/08_Big_Data_14-36.mp4 22.9 MB
01_Introduction/08_Big_Data_14-36.pdf 1.3 MB
01_Introduction/08_Big_Data_14-36.srt 25.5 kB
01_Introduction/08_Big_Data_14-36.txt 16.9 kB
01_Introduction/09_Logistics_7-42.mp4 11.4 MB
01_Introduction/09_Logistics_7-42.pdf 353.5 kB
01_Introduction/09_Logistics_7-42.srt 12.5 kB
01_Introduction/09_Logistics_7-42.txt 8.2 kB
01_Introduction/10_WARNING_USES_OBSOLETE_TWITTER_API_Twitter_Assignment-_Getting_Started.mp4 26.5 MB
02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.mp4 15.6 MB
02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.pdf 635.1 kB
02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.srt 18.2 kB
02_Relational_Databases_Relational_Algebra/01_From_Data_Models_to_Databases_10-35.txt 12.1 kB
02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.mp4 13.3 MB
02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.pdf 301.4 kB
02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.srt 13.7 kB
02_Relational_Databases_Relational_Algebra/02_Motivating_Relational_Algebra_8-57.txt 9.0 kB
02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.mp4 16.5 MB
02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.pdf 160.5 kB
02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.srt 17.2 kB
02_Relational_Databases_Relational_Algebra/03_Relational_Algebra_Introduction_10-58.txt 11.6 kB
02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.mp4 16.6 MB
02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.pdf 373.1 kB
02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.srt 15.7 kB
02_Relational_Databases_Relational_Algebra/04_Relational_Algebra_Details-_Union_Diff_Select_10-53.txt 10.4 kB
02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.mp4 16.8 MB
02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.pdf 389.9 kB
02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.srt 15.6 kB
02_Relational_Databases_Relational_Algebra/05_Relational_Algebra_Details-_Project_Cross_Product_Equi-Join_11-06.txt 10.2 kB
02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.mp4 12.8 MB
02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.pdf 503.9 kB
02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.srt 12.6 kB
02_Relational_Databases_Relational_Algebra/06_Relational_Algebra_Details-_Theta-Join_8-34.txt 8.2 kB
02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.mp4 19.1 MB
02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.pdf 590.9 kB
02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.srt 19.0 kB
02_Relational_Databases_Relational_Algebra/07_SQL_for_Data_Science-_Interpreting_Complicated_SQL_12-12.txt 12.4 kB
02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.mp4 11.7 MB
02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.pdf 63.1 kB
02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.srt 11.4 kB
02_Relational_Databases_Relational_Algebra/08_SQL_for_Data_Science-_User-Defined_Functions_7-59.txt 7.6 kB
02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.mp4 16.8 MB
02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.pdf 437.4 kB
02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.srt 16.9 kB
02_Relational_Databases_Relational_Algebra/09_Physical_Optimization_11-14.txt 11.1 kB
02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.mp4 16.0 MB
02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.pdf 677.2 kB
02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.srt 14.4 kB
02_Relational_Databases_Relational_Algebra/10_Declarative_Languages_10-30.txt 9.5 kB
02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.mp4 14.7 MB
02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.pdf 480.2 kB
02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.srt 15.0 kB
02_Relational_Databases_Relational_Algebra/11_Logical_Data_Independence_11-23.txt 9.8 kB
03_MapReduce/01_Scalability_Basics_16-18.mp4 24.4 MB
03_MapReduce/01_Scalability_Basics_16-18.pdf 229.3 kB
03_MapReduce/01_Scalability_Basics_16-18.srt 24.1 kB
03_MapReduce/01_Scalability_Basics_16-18.txt 15.8 kB
03_MapReduce/02_Parallel_Processing_Patterns_11-26.mp4 17.2 MB
03_MapReduce/02_Parallel_Processing_Patterns_11-26.pdf 3.3 MB
03_MapReduce/02_Parallel_Processing_Patterns_11-26.srt 16.7 kB
03_MapReduce/02_Parallel_Processing_Patterns_11-26.txt 11.0 kB
03_MapReduce/03_MapReduce_Abstractions_11-17.mp4 17.7 MB
03_MapReduce/03_MapReduce_Abstractions_11-17.pdf 2.3 MB
03_MapReduce/03_MapReduce_Abstractions_11-17.srt 17.3 kB
03_MapReduce/03_MapReduce_Abstractions_11-17.txt 11.4 kB
03_MapReduce/04_MapReduce_Pseudocode_7-54.mp4 12.9 MB
03_MapReduce/04_MapReduce_Pseudocode_7-54.pdf 96.4 kB
03_MapReduce/04_MapReduce_Pseudocode_7-54.srt 10.5 kB
03_MapReduce/04_MapReduce_Pseudocode_7-54.txt 7.0 kB
03_MapReduce/05_MapReduce_Text_Examples_9-58.mp4 16.9 MB
03_MapReduce/05_MapReduce_Text_Examples_9-58.pdf 345.7 kB
03_MapReduce/05_MapReduce_Text_Examples_9-58.srt 13.3 kB
03_MapReduce/05_MapReduce_Text_Examples_9-58.txt 8.7 kB
03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.mp4 19.6 MB
03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.pdf 333.9 kB
03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.srt 18.2 kB
03_MapReduce/06_MapReduce_Relational_Join_Social_Example_13-17.txt 12.1 kB
03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.mp4 13.8 MB
03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.pdf 325.7 kB
03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.srt 10.2 kB
03_MapReduce/07_MapReduce_Matrix_Multiply_Example_9-31.txt 6.6 kB
03_MapReduce/08_MapReduce_Implementation_Overview_13-38.mp4 18.9 MB
03_MapReduce/08_MapReduce_Implementation_Overview_13-38.pdf 512.9 kB
03_MapReduce/08_MapReduce_Implementation_Overview_13-38.srt 20.2 kB
03_MapReduce/08_MapReduce_Implementation_Overview_13-38.txt 13.1 kB
03_MapReduce/09_Parallel_Databases_16-18.mp4 23.8 MB
03_MapReduce/09_Parallel_Databases_16-18.pdf 394.7 kB
03_MapReduce/09_Parallel_Databases_16-18.srt 24.9 kB
03_MapReduce/09_Parallel_Databases_16-18.txt 16.3 kB
03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.mp4 9.4 MB
03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.pdf 97.1 kB
03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.srt 11.3 kB
03_MapReduce/10_Comparing_MapReduce_and_Databases_06-39.txt 7.5 kB
03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.mp4 21.1 MB
03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.pdf 747.6 kB
03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.srt 20.2 kB
03_MapReduce/11_Experimental_Results-_MR_and_DB_15-01.txt 13.3 kB
04_NoSQL/01_NoSQL_Introduction_8-30.mp4 13.4 MB
04_NoSQL/01_NoSQL_Introduction_8-30.pdf 537.8 kB
04_NoSQL/01_NoSQL_Introduction_8-30.srt 13.5 kB
04_NoSQL/01_NoSQL_Introduction_8-30.txt 9.0 kB
01_Introduction/01_Appetite_Whetting_Part_1_15-38.mp4 25.1 MB
04_NoSQL/02_Eventual_Consistency_18-56.pdf 734.9 kB
04_NoSQL/02_Eventual_Consistency_18-56.srt 29.3 kB
04_NoSQL/02_Eventual_Consistency_18-56.txt 19.5 kB
04_NoSQL/03_Example-_Memcached_16-37.mp4 24.4 MB
04_NoSQL/03_Example-_Memcached_16-37.pdf 599.9 kB
04_NoSQL/03_Example-_Memcached_16-37.srt 23.9 kB
04_NoSQL/03_Example-_Memcached_16-37.txt 15.7 kB
04_NoSQL/04_Example-_Dynamo_10-16.mp4 14.5 MB
04_NoSQL/04_Example-_Dynamo_10-16.pdf 477.4 kB
04_NoSQL/04_Example-_Dynamo_10-16.srt 13.9 kB
04_NoSQL/04_Example-_Dynamo_10-16.txt 9.3 kB
04_NoSQL/05_Example-_CouchDB_10-00.mp4 14.7 MB
04_NoSQL/05_Example-_CouchDB_10-00.pdf 575.7 kB
04_NoSQL/05_Example-_CouchDB_10-00.srt 15.5 kB
04_NoSQL/05_Example-_CouchDB_10-00.txt 10.2 kB
04_NoSQL/06_Example-_BigTable_11-05.mp4 16.2 MB
04_NoSQL/06_Example-_BigTable_11-05.pdf 494.8 kB
04_NoSQL/06_Example-_BigTable_11-05.srt 15.9 kB
04_NoSQL/06_Example-_BigTable_11-05.txt 10.6 kB
04_NoSQL/07_Example-_Other_Google_Systems_16-18.mp4 24.9 MB
04_NoSQL/07_Example-_Other_Google_Systems_16-18.pdf 746.4 kB
04_NoSQL/07_Example-_Other_Google_Systems_16-18.srt 25.3 kB
04_NoSQL/07_Example-_Other_Google_Systems_16-18.txt 16.8 kB
04_NoSQL/08_Response_to_NoSQL_Systems_14-44.mp4 20.3 MB
04_NoSQL/08_Response_to_NoSQL_Systems_14-44.pdf 764.5 kB
04_NoSQL/08_Response_to_NoSQL_Systems_14-44.srt 22.6 kB
04_NoSQL/08_Response_to_NoSQL_Systems_14-44.txt 15.0 kB
04_NoSQL/09_Pig_Intro_12-02.mp4 16.1 MB
04_NoSQL/09_Pig_Intro_12-02.pdf 539.7 kB
04_NoSQL/09_Pig_Intro_12-02.srt 18.5 kB
04_NoSQL/09_Pig_Intro_12-02.txt 12.3 kB
04_NoSQL/10_Pig_Functions_11-41.mp4 17.3 MB
04_NoSQL/10_Pig_Functions_11-41.pdf 195.6 kB
04_NoSQL/10_Pig_Functions_11-41.srt 16.3 kB
04_NoSQL/10_Pig_Functions_11-41.txt 10.8 kB
04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.mp4 23.5 MB
04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.pdf 239.3 kB
04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.srt 23.2 kB
04_NoSQL/11_Pig_Join_and_Co-Group_Join_16-10.txt 15.3 kB
04_NoSQL/12_Pig_Evaluation_10-11.mp4 15.1 MB
04_NoSQL/12_Pig_Evaluation_10-11.pdf 344.1 kB
04_NoSQL/12_Pig_Evaluation_10-11.srt 15.4 kB
04_NoSQL/12_Pig_Evaluation_10-11.txt 10.2 kB
05_Topics_in_Statistics/01_Statistics_Intro_10-36.mp4 17.7 MB
05_Topics_in_Statistics/01_Statistics_Intro_10-36.pdf 152.2 kB
05_Topics_in_Statistics/01_Statistics_Intro_10-36.srt 15.9 kB
05_Topics_in_Statistics/01_Statistics_Intro_10-36.txt 10.4 kB
05_Topics_in_Statistics/02_Publication_Bias_8-45.mp4 13.6 MB
05_Topics_in_Statistics/02_Publication_Bias_8-45.pdf 418.1 kB
05_Topics_in_Statistics/02_Publication_Bias_8-45.srt 12.4 kB
05_Topics_in_Statistics/02_Publication_Bias_8-45.txt 8.1 kB
05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.mp4 14.8 MB
05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.pdf 581.6 kB
05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.srt 14.6 kB
05_Topics_in_Statistics/03_Effect_Size_Meta-analysis_Heteroskedasticity_9-31.txt 9.6 kB
05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.mp4 16.8 MB
05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.pdf 1.3 MB
05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.srt 14.6 kB
05_Topics_in_Statistics/04_Fraud_and_Benfords_Law_10-55.txt 9.6 kB
05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.mp4 17.3 MB
05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.pdf 478.7 kB
05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.srt 15.9 kB
05_Topics_in_Statistics/05_Multiple_Hypothesis_Testing_11-22.txt 10.3 kB
05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.mp4 18.4 MB
05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.pdf 675.2 kB
05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.srt 17.0 kB
05_Topics_in_Statistics/06_Recap_and_Big_Data_11-39.txt 11.2 kB
05_Topics_in_Statistics/07_Bayesian_Intro_7-59.mp4 13.1 MB
05_Topics_in_Statistics/07_Bayesian_Intro_7-59.pdf 106.0 kB
05_Topics_in_Statistics/07_Bayesian_Intro_7-59.srt 11.1 kB
05_Topics_in_Statistics/07_Bayesian_Intro_7-59.txt 7.3 kB
05_Topics_in_Statistics/08_Bayes_Rule_11-53.mp4 18.5 MB
05_Topics_in_Statistics/08_Bayes_Rule_11-53.pdf 419.2 kB
05_Topics_in_Statistics/08_Bayes_Rule_11-53.srt 16.0 kB
05_Topics_in_Statistics/08_Bayes_Rule_11-53.txt 10.5 kB
06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.mp4 12.2 MB
06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.pdf 336.4 kB
06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.srt 12.6 kB
06_Topics_in_Machine_Learning_Part_1/01_01_Introduction_to_Machine_Learning_Part_1_07-54.txt 8.3 kB
06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.mp4 8.4 MB
06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.pdf 95.2 kB
06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.srt 8.2 kB
06_Topics_in_Machine_Learning_Part_1/02_02_Introduction_to_Machine_Learning_Part_2_05-23.txt 5.5 kB
06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.mp4 13.5 MB
06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.pdf 495.8 kB
06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.srt 13.3 kB
06_Topics_in_Machine_Learning_Part_1/03_03_Rules_Part_1_09-19.txt 8.7 kB
06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.mp4 9.1 MB
06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.pdf 285.2 kB
06_Topics_in_Machine_Learning_Part_1/04_04_Rules_Part_2_05-39.srt 7.7 kB
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06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.mp4 16.5 MB
06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.pdf 488.1 kB
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06_Topics_in_Machine_Learning_Part_1/05_05_Decision_Trees__Entropy_10-51.txt 9.3 kB
06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.mp4 20.2 MB
06_Topics_in_Machine_Learning_Part_1/06_06_Information_Gain_11-43.pdf 428.8 kB
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06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.mp4 17.0 MB
06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.pdf 354.9 kB
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06_Topics_in_Machine_Learning_Part_1/07_07_Overfitting_11-04.txt 11.3 kB
06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.mp4 16.2 MB
06_Topics_in_Machine_Learning_Part_1/08_08_Evaluation_and_Cross-Validation_10-46.pdf 277.1 kB
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06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.mp4 7.0 MB
06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.pdf 291.5 kB
06_Topics_in_Machine_Learning_Part_1/09_09_The_Bootstrap_04-13.srt 6.1 kB
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