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

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Pluralsight  Data  Mining  Algorithms  SSAS  Excel  and  
관련 링크
  1. [FreeCourseSite.com] Udemy - Mastering Data Structures & Algorithms using C and C++.part1.rar 10.00GB
  2. free-course-site.com-udemy-mastering-data-structures-algorithms-using-c-and-c-1_202112 170.37KB
  3. Wiley-IEEE.Data.Mining.Concepts.Models.Methods.and.Algorithms.2nd.Edition.Aug.2011 9.04MB
  4. Data Mining_ Concepts, Models, Methods, and Algorithms by Mehmed Kantardzic PDF 11.54MB
  5. Pawel Cichosz - Data Mining Algorithms. Explained Using R - 2015.pdf 6.37MB
  6. Data Mining Algorithms [DrLol].pdf 8.10MB
  7. Data Mining Algorithms .pdf 8.10MB
  8. Data Mining Algorithms Explained Using R - Pawel Cichosz 6.55MB
  9. Rutkowski L. Stream Data Mining. Algorithms...2020 10.73MB
  10. Developing Bioinformatics Computer Skills - Cynthia Gibas, Per Jambeck & Data Mining Multimedia, Soft Computing, and Bioinformatics - Sushmita Mitra, Tinku Acharya. 24.00MB
파일 리스트
  1. 01 Introduction to Data Mining/01 01 Introduction and Modules.mp4 6.70MB
  2. 01 Introduction to Data Mining/01 02 Assumptions and Overview.mp4 2.77MB
  3. 01 Introduction to Data Mining/01 03 What Is Data Mining.mp4 5.51MB
  4. 01 Introduction to Data Mining/01 04 Data Mining Types and Tasks.mp4 7.87MB
  5. 01 Introduction to Data Mining/01 05 Demo - SQL Server Queries.mp4 6.58MB
  6. 01 Introduction to Data Mining/01 06 Demo - SSRS Report.mp4 7.63MB
  7. 01 Introduction to Data Mining/01 07 Virtuous Cycle and CRISP Model.mp4 6.54MB
  8. 01 Introduction to Data Mining/01 08 Data Flow.mp4 5.47MB
  9. 01 Introduction to Data Mining/01 09 Types of Analyses and SQL Server Tools.mp4 7.64MB
  10. 01 Introduction to Data Mining/01 10 Demo - SSAS Cube.mp4 22.41MB
  11. 01 Introduction to Data Mining/01 11 Demo - Data Mining Model.mp4 16.31MB
  12. 01 Introduction to Data Mining/01 12 Excel Tools and R.mp4 7.85MB
  13. 01 Introduction to Data Mining/01 13 Summary.mp4 2.92MB
  14. 02 Naive Bayes and Decision Trees/02 01 Introduction.mp4 1.22MB
  15. 02 Naive Bayes and Decision Trees/02 02 Naive Bayes Prior.mp4 9.36MB
  16. 02 Naive Bayes and Decision Trees/02 03 Naive Bayes Posterior.mp4 8.32MB
  17. 02 Naive Bayes and Decision Trees/02 04 Example and Usage.mp4 5.25MB
  18. 02 Naive Bayes and Decision Trees/02 05 Demo - Naive Bayes in SSAS.mp4 15.97MB
  19. 02 Naive Bayes and Decision Trees/02 06 Demo - Naive Bayes in Excel.mp4 12.25MB
  20. 02 Naive Bayes and Decision Trees/02 07 Demo - Naive Bayes in R.mp4 19.41MB
  21. 02 Naive Bayes and Decision Trees/02 08 Decision Trees.mp4 7.00MB
  22. 02 Naive Bayes and Decision Trees/02 09 Decision Trees Example.mp4 5.99MB
  23. 02 Naive Bayes and Decision Trees/02 10 Decision Trees Example and Usage.mp4 9.14MB
  24. 02 Naive Bayes and Decision Trees/02 11 Demo - Decision Trees in SSAS.mp4 9.93MB
  25. 02 Naive Bayes and Decision Trees/02 12 Demo - Decision Trees in Excel.mp4 6.71MB
  26. 02 Naive Bayes and Decision Trees/02 13 Demo - Decision Trees in R.mp4 5.69MB
  27. 02 Naive Bayes and Decision Trees/02 14 Summary.mp4 1.84MB
  28. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 01 Introduction.mp4 1.54MB
  29. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 02 Linear Regression.mp4 8.74MB
  30. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 03 Regression Trees.mp4 4.35MB
  31. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 04 Usage for Estimation.mp4 4.28MB
  32. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 05 Demo - Estimation in SSAS.mp4 16.75MB
  33. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 06 Demo - Estimation in Excel.mp4 7.05MB
  34. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 07 Demo - Estimation in R.mp4 7.56MB
  35. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 08 Support Vector Machines.mp4 5.28MB
  36. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 09 Support Vector Machines Usage.mp4 4.64MB
  37. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 10 Demo - Support Vector Machines in R.mp4 8.81MB
  38. 03 Linear Regression, Regression Trees, and Support Vector Machines/03 11 Summary.mp4 1.58MB
  39. 04 Linear Regression, Neural Network, and Models Evaluation/04 01 Introduction.mp4 1.62MB
  40. 04 Linear Regression, Neural Network, and Models Evaluation/04 02 Neural Network.mp4 5.73MB
  41. 04 Linear Regression, Neural Network, and Models Evaluation/04 03 Backpropagation and Logistic Regression.mp4 8.04MB
  42. 04 Linear Regression, Neural Network, and Models Evaluation/04 04 Usage.mp4 3.48MB
  43. 04 Linear Regression, Neural Network, and Models Evaluation/04 05 Demo - Neural Network and Logistic Regression in SSAS.mp4 9.68MB
  44. 04 Linear Regression, Neural Network, and Models Evaluation/04 06 Demo - Logistic Regression in Excel.mp4 8.35MB
  45. 04 Linear Regression, Neural Network, and Models Evaluation/04 07 Demo - Neural Network and Logistic Regression in R.mp4 13.87MB
  46. 04 Linear Regression, Neural Network, and Models Evaluation/04 08 Training and Test Sets.mp4 4.77MB
  47. 04 Linear Regression, Neural Network, and Models Evaluation/04 09 Lift and Profit Chart.mp4 5.54MB
  48. 04 Linear Regression, Neural Network, and Models Evaluation/04 10 Classification Matrix and Cross Validation.mp4 10.83MB
  49. 04 Linear Regression, Neural Network, and Models Evaluation/04 11 Demo - Evaluating Predictive Models.mp4 17.34MB
  50. 04 Linear Regression, Neural Network, and Models Evaluation/04 12 Summary.mp4 2.22MB
  51. 05 Time Series/05 01 Introduction.mp4 1.16MB
  52. 05 Time Series/05 02 Time Series Data Preparation.mp4 10.64MB
  53. 05 Time Series/05 03 Time Points Standardization.mp4 11.04MB
  54. 05 Time Series/05 04 ART and ARTXP.mp4 3.64MB
  55. 05 Time Series/05 05 Moving Averages, Lag, and Difference.mp4 7.66MB
  56. 05 Time Series/05 06 ARIMA.mp4 6.04MB
  57. 05 Time Series/05 07 Demo - Time Series in Excel.mp4 4.20MB
  58. 05 Time Series/05 08 ARIMA in R.mp4 9.76MB
  59. 05 Time Series/05 09 Which Algorithm Is Better.mp4 9.27MB
  60. 05 Time Series/05 10 Evaluation and Usage.mp4 4.55MB
  61. 05 Time Series/05 11 Demo - Time Series in SSAS.mp4 14.93MB
  62. 05 Time Series/05 12 Summary.mp4 2.42MB
  63. 06 Clustering/06 01 Introduction.mp4 1.25MB
  64. 06 Clustering/06 02 Clustering and Hierarchical Methods.mp4 5.93MB
  65. 06 Clustering/06 03 Hierarchical Methods and Dendrogram.mp4 3.66MB
  66. 06 Clustering/06 04 Demo - Hierarchical Clustering in R.mp4 6.89MB
  67. 06 Clustering/06 05 K-Means Clustering.mp4 8.85MB
  68. 06 Clustering/06 06 Expectation-Maximization Clustering.mp4 6.80MB
  69. 06 Clustering/06 07 Clustering Usage.mp4 4.76MB
  70. 06 Clustering/06 08 Demo - Expectation-Maximization Clustering in SSAS.mp4 11.45MB
  71. 06 Clustering/06 09 Demo - Finding Outliers in Excel.mp4 6.79MB
  72. 06 Clustering/06 10 Summary.mp4 2.87MB
  73. 07 Association Rules and Sequence Clustering/07 01 Introduction.mp4 1.47MB
  74. 07 Association Rules and Sequence Clustering/07 02 Association Rules and Support.mp4 3.86MB
  75. 07 Association Rules and Sequence Clustering/07 03 Confidence and Importance.mp4 10.18MB
  76. 07 Association Rules and Sequence Clustering/07 04 Demo - Association Rules in SSAS.mp4 14.29MB
  77. 07 Association Rules and Sequence Clustering/07 05 Demo - Association Rules in Excel.mp4 5.90MB
  78. 07 Association Rules and Sequence Clustering/07 06 Demo - Association Rules in R.mp4 11.93MB
  79. 07 Association Rules and Sequence Clustering/07 07 Sequence Clustering.mp4 4.23MB
  80. 07 Association Rules and Sequence Clustering/07 08 Markov Chains.mp4 3.71MB
  81. 07 Association Rules and Sequence Clustering/07 09 MS Algorithm and Usage.mp4 5.21MB
  82. 07 Association Rules and Sequence Clustering/07 10 Demo - Sequence Clustering in SSAS.mp4 20.14MB
  83. 07 Association Rules and Sequence Clustering/07 11 Summary.mp4 2.34MB
  84. Exercise Files/Exercise Files.zip 22.54MB