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Pluralsight - Data Mining Algorithms in SSAS, Excel, and R

  • 收录时间:2018-02-26 15:17:26
  • 文件大小:637MB
  • 下载次数:228
  • 最近下载:2021-01-22 13:46:23
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文件列表

  1. Exercise Files/Exercise Files.zip 23MB
  2. 01 Introduction to Data Mining/01 10 Demo - SSAS Cube.mp4 22MB
  3. 07 Association Rules and Sequence Clustering/07 10 Demo - Sequence Clustering in SSAS.mp4 20MB
  4. 02 Naive Bayes and Decision Trees/02 07 Demo - Naive Bayes in R.mp4 19MB
  5. 04 Linear Regression, Neural Network, and Models Evaluation/04 11 Demo - Evaluating Predictive Models.mp4 17MB
  6. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 05 Demo - Estimation in SSAS.mp4 17MB
  7. 01 Introduction to Data Mining/01 11 Demo - Data Mining Model.mp4 16MB
  8. 02 Naive Bayes and Decision Trees/02 05 Demo - Naive Bayes in SSAS.mp4 16MB
  9. 05 Time Series/05 11 Demo - Time Series in SSAS.mp4 15MB
  10. 07 Association Rules and Sequence Clustering/07 04 Demo - Association Rules in SSAS.mp4 14MB
  11. 04 Linear Regression, Neural Network, and Models Evaluation/04 07 Demo - Neural Network and Logistic Regression in R.mp4 14MB
  12. 02 Naive Bayes and Decision Trees/02 06 Demo - Naive Bayes in Excel.mp4 12MB
  13. 07 Association Rules and Sequence Clustering/07 06 Demo - Association Rules in R.mp4 12MB
  14. 06 Clustering/06 08 Demo - Expectation-Maximization Clustering in SSAS.mp4 11MB
  15. 05 Time Series/05 03 Time Points Standardization.mp4 11MB
  16. 04 Linear Regression, Neural Network, and Models Evaluation/04 10 Classification Matrix and Cross Validation.mp4 11MB
  17. 05 Time Series/05 02 Time Series Data Preparation.mp4 11MB
  18. 07 Association Rules and Sequence Clustering/07 03 Confidence and Importance.mp4 10MB
  19. 02 Naive Bayes and Decision Trees/02 11 Demo - Decision Trees in SSAS.mp4 10MB
  20. 05 Time Series/05 08 ARIMA in R.mp4 10MB
  21. 04 Linear Regression, Neural Network, and Models Evaluation/04 05 Demo - Neural Network and Logistic Regression in SSAS.mp4 10MB
  22. 02 Naive Bayes and Decision Trees/02 02 Naive Bayes Prior.mp4 9MB
  23. 05 Time Series/05 09 Which Algorithm Is Better.mp4 9MB
  24. 02 Naive Bayes and Decision Trees/02 10 Decision Trees Example and Usage.mp4 9MB
  25. 06 Clustering/06 05 K-Means Clustering.mp4 9MB
  26. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 10 Demo - Support Vector Machines in R.mp4 9MB
  27. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 02 Linear Regression.mp4 9MB
  28. 04 Linear Regression, Neural Network, and Models Evaluation/04 06 Demo - Logistic Regression in Excel.mp4 8MB
  29. 02 Naive Bayes and Decision Trees/02 03 Naive Bayes Posterior.mp4 8MB
  30. 04 Linear Regression, Neural Network, and Models Evaluation/04 03 Backpropagation and Logistic Regression.mp4 8MB
  31. 01 Introduction to Data Mining/01 04 Data Mining Types and Tasks.mp4 8MB
  32. 01 Introduction to Data Mining/01 12 Excel Tools and R.mp4 8MB
  33. 05 Time Series/05 05 Moving Averages, Lag, and Difference.mp4 8MB
  34. 01 Introduction to Data Mining/01 09 Types of Analyses and SQL Server Tools.mp4 8MB
  35. 01 Introduction to Data Mining/01 06 Demo - SSRS Report.mp4 8MB
  36. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 07 Demo - Estimation in R.mp4 8MB
  37. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 06 Demo - Estimation in Excel.mp4 7MB
  38. 02 Naive Bayes and Decision Trees/02 08 Decision Trees.mp4 7MB
  39. 06 Clustering/06 04 Demo - Hierarchical Clustering in R.mp4 7MB
  40. 06 Clustering/06 06 Expectation-Maximization Clustering.mp4 7MB
  41. 06 Clustering/06 09 Demo - Finding Outliers in Excel.mp4 7MB
  42. 02 Naive Bayes and Decision Trees/02 12 Demo - Decision Trees in Excel.mp4 7MB
  43. 01 Introduction to Data Mining/01 01 Introduction and Modules.mp4 7MB
  44. 01 Introduction to Data Mining/01 05 Demo - SQL Server Queries.mp4 7MB
  45. 01 Introduction to Data Mining/01 07 Virtuous Cycle and CRISP Model.mp4 7MB
  46. 05 Time Series/05 06 ARIMA.mp4 6MB
  47. 02 Naive Bayes and Decision Trees/02 09 Decision Trees Example.mp4 6MB
  48. 06 Clustering/06 02 Clustering and Hierarchical Methods.mp4 6MB
  49. 07 Association Rules and Sequence Clustering/07 05 Demo - Association Rules in Excel.mp4 6MB
  50. 04 Linear Regression, Neural Network, and Models Evaluation/04 02 Neural Network.mp4 6MB
  51. 02 Naive Bayes and Decision Trees/02 13 Demo - Decision Trees in R.mp4 6MB
  52. 04 Linear Regression, Neural Network, and Models Evaluation/04 09 Lift and Profit Chart.mp4 6MB
  53. 01 Introduction to Data Mining/01 03 What Is Data Mining.mp4 6MB
  54. 01 Introduction to Data Mining/01 08 Data Flow.mp4 5MB
  55. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 08 Support Vector Machines.mp4 5MB
  56. 02 Naive Bayes and Decision Trees/02 04 Example and Usage.mp4 5MB
  57. 07 Association Rules and Sequence Clustering/07 09 MS Algorithm and Usage.mp4 5MB
  58. 04 Linear Regression, Neural Network, and Models Evaluation/04 08 Training and Test Sets.mp4 5MB
  59. 06 Clustering/06 07 Clustering Usage.mp4 5MB
  60. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 09 Support Vector Machines Usage.mp4 5MB
  61. 05 Time Series/05 10 Evaluation and Usage.mp4 5MB
  62. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 03 Regression Trees.mp4 4MB
  63. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 04 Usage for Estimation.mp4 4MB
  64. 07 Association Rules and Sequence Clustering/07 07 Sequence Clustering.mp4 4MB
  65. 05 Time Series/05 07 Demo - Time Series in Excel.mp4 4MB
  66. 07 Association Rules and Sequence Clustering/07 02 Association Rules and Support.mp4 4MB
  67. 07 Association Rules and Sequence Clustering/07 08 Markov Chains.mp4 4MB
  68. 06 Clustering/06 03 Hierarchical Methods and Dendrogram.mp4 4MB
  69. 05 Time Series/05 04 ART and ARTXP.mp4 4MB
  70. 04 Linear Regression, Neural Network, and Models Evaluation/04 04 Usage.mp4 3MB
  71. 01 Introduction to Data Mining/01 13 Summary.mp4 3MB
  72. 06 Clustering/06 10 Summary.mp4 3MB
  73. 01 Introduction to Data Mining/01 02 Assumptions and Overview.mp4 3MB
  74. 05 Time Series/05 12 Summary.mp4 2MB
  75. 07 Association Rules and Sequence Clustering/07 11 Summary.mp4 2MB
  76. 04 Linear Regression, Neural Network, and Models Evaluation/04 12 Summary.mp4 2MB
  77. 02 Naive Bayes and Decision Trees/02 14 Summary.mp4 2MB
  78. 04 Linear Regression, Neural Network, and Models Evaluation/04 01 Introduction.mp4 2MB
  79. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 11 Summary.mp4 2MB
  80. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 01 Introduction.mp4 2MB
  81. 07 Association Rules and Sequence Clustering/07 01 Introduction.mp4 1MB
  82. 06 Clustering/06 01 Introduction.mp4 1MB
  83. 02 Naive Bayes and Decision Trees/02 01 Introduction.mp4 1MB
  84. 05 Time Series/05 01 Introduction.mp4 1MB