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[CourserHub.com] Coursera - Advanced Business Analytics Specialization

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文件列表
  1. 1. Introduction to Data Analytics for Business/data-analytics-business - 01 - Introduction to the Course.mp416.49MB
  2. 1. Introduction to Data Analytics for Business/data-analytics-business - 02 - Introduction to the Specialization.mp49.55MB
  3. 1. Introduction to Data Analytics for Business/data-analytics-business - 03 - 0. Introduction to Data & Analysis in Real World.mp47.18MB
  4. 1. Introduction to Data Analytics for Business/data-analytics-business - 04 - 1. Thinking about Analytical Problems.mp437.3MB
  5. 1. Introduction to Data Analytics for Business/data-analytics-business - 05 - 2. Conceptual Business Models.mp424.65MB
  6. 1. Introduction to Data Analytics for Business/data-analytics-business - 06 - 3. The information-Action Value Chain (Part 1).mp456.41MB
  7. 1. Introduction to Data Analytics for Business/data-analytics-business - 07 - 4. The information-Action Value Chain (Part 2).mp473.57MB
  8. 1. Introduction to Data Analytics for Business/data-analytics-business - 08 - 5. Real World Events and Characteristics.mp452.84MB
  9. 1. Introduction to Data Analytics for Business/data-analytics-business - 09 - 6. Data Capture by Source Systems.mp464.94MB
  10. 1. Introduction to Data Analytics for Business/data-analytics-business - 10 - 0. Introduction - Analytical Technologies.mp48.41MB
  11. 1. Introduction to Data Analytics for Business/data-analytics-business - 11 - 1. Data Storage and Databases.mp461.51MB
  12. 1. Introduction to Data Analytics for Business/data-analytics-business - 12 - 2. Big Data & the Cloud.mp489.29MB
  13. 1. Introduction to Data Analytics for Business/data-analytics-business - 13 - 3. Virtualization, Federation, and In-Memory Computing.mp451.97MB
  14. 1. Introduction to Data Analytics for Business/data-analytics-business - 14 - 4. The Relational Database.mp459.71MB
  15. 1. Introduction to Data Analytics for Business/data-analytics-business - 15 - 5. Data Tools Landscape.mp450.7MB
  16. 1. Introduction to Data Analytics for Business/data-analytics-business - 16 - 6. The Tools of the Data Analyst.mp442.42MB
  17. 1. Introduction to Data Analytics for Business/data-analytics-business - 17 - 0. Introduction - Data Extraction Using SQL.mp411.69MB
  18. 1. Introduction to Data Analytics for Business/data-analytics-business - 18 - 1. Introduction to SQL.mp428.31MB
  19. 1. Introduction to Data Analytics for Business/data-analytics-business - 19 - 2. Aggregating and Sorting Data in SQL.mp432.72MB
  20. 1. Introduction to Data Analytics for Business/data-analytics-business - 20 - 3. Extracting Data from Multiple Tables.mp430.13MB
  21. 1. Introduction to Data Analytics for Business/data-analytics-business - 21 - 4. Stacking Data with UNION Command.mp418.7MB
  22. 1. Introduction to Data Analytics for Business/data-analytics-business - 22 - 5. Extending SQL Queries Using Operators.mp425.36MB
  23. 1. Introduction to Data Analytics for Business/data-analytics-business - 23 - 6. Using SQL Subqueries.mp422.76MB
  24. 1. Introduction to Data Analytics for Business/data-analytics-business - 24 - 0. Introduction to Real World Analytical Orgs.mp413.95MB
  25. 1. Introduction to Data Analytics for Business/data-analytics-business - 25 - 1. Analytical Organizations – Roles.mp447.48MB
  26. 1. Introduction to Data Analytics for Business/data-analytics-business - 26 - 2. Analytical Organizations – Structures.mp445.47MB
  27. 1. Introduction to Data Analytics for Business/data-analytics-business - 27 - 3. Data Governance.mp434.2MB
  28. 1. Introduction to Data Analytics for Business/data-analytics-business - 28 - 4. Data Privacy.mp467.22MB
  29. 1. Introduction to Data Analytics for Business/data-analytics-business - 29 - 5. Data Quality.mp438MB
  30. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 01 - Introduction to the Course.mp46.34MB
  31. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 02 - 0. Introduction to the Module. Why Exploratory Data Analysis is Important.mp413.34MB
  32. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 03 - 1. Data Cleanup and Transformation.mp418.07MB
  33. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 04 - 2. Dealing With Missing Values.mp424.17MB
  34. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 05 - 3. Dealing with Outliers.mp413.89MB
  35. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 06 - 4. Adding and Removing Variables.mp417.82MB
  36. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 07 - 5. Common Graphs.mp418.62MB
  37. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 08 - 6. What is Good Data Visualization.mp414.23MB
  38. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 09 - 0. Introduction to Predictive Modeling.mp49.31MB
  39. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 10 - 1. Introduction to Linear Regression.mp426.58MB
  40. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 11 - 2. Assessing Predictive Accuracy Using Cross-Validation.mp419.19MB
  41. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 12 - 3. Multiple Regression.mp413.83MB
  42. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 13 - 4. Improving Model Fit.mp410.38MB
  43. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 14 - 5. Model Selection.mp410.91MB
  44. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 15 - 6. Challenges of Predictive Modeling.mp421.6MB
  45. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 16 - 7. How to Build a Model using XLMiner.mp423.25MB
  46. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 17 - 0. Introduction to classification.mp45.3MB
  47. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 18 - 1. Introduction to Logistic Regression.mp414.67MB
  48. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 19 - 2. Building Logistic Regression Model.mp416.17MB
  49. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 20 - 3. Multiple Logistic Regression.mp410.36MB
  50. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 21 - 4. Cross Validation and Confusion Matrix.mp413.17MB
  51. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 22 - 5. Cost Sensitive Classification.mp46.09MB
  52. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 23 - 6. Comparing Models Independent of Costs and Cutoffs.mp410.14MB
  53. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 24 - 7. Building Logistic Regression Models using XLMiner.mp416.72MB
  54. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 25 - 0.Introduction to Advanced Predictive Modeling Techniques.mp43.38MB
  55. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 26 - 1. Introduction to Trees.mp45.65MB
  56. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 27 - 2. Classification Trees.mp411.61MB
  57. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 28 - 3. Regression Trees.mp45.4MB
  58. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 29 - 4. Bagging, Boosting, Random Forest.mp410.57MB
  59. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 30 - 5. Building Trees with XLMiner.mp411.01MB
  60. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 31 - 6. Neural Networks.mp411.01MB
  61. 2. Predictive Modeling and Analytics/predictive-modeling-analytics - 32 - 7. Building Neural Networks using XLMiner.mp48.94MB
  62. 3. Business Analytics for Decision Making/business-analytics-decision-making - 01 - Introduction to the Course.mp419.67MB
  63. 3. Business Analytics for Decision Making/business-analytics-decision-making - 02 - 0. What is Cluster Analysis.mp434.75MB
  64. 3. Business Analytics for Decision Making/business-analytics-decision-making - 03 - 1. Data Reduction and Unsupervised Learning.mp437.27MB
  65. 3. Business Analytics for Decision Making/business-analytics-decision-making - 04 - 2. Preparing Data and Measuring Dissimilarities.mp437.28MB
  66. 3. Business Analytics for Decision Making/business-analytics-decision-making - 05 - 3. Hierarchical and k-Means Clustering.mp423.88MB
  67. 3. Business Analytics for Decision Making/business-analytics-decision-making - 06 - 4. Cluster Analysis with Excel.mp423.3MB
  68. 3. Business Analytics for Decision Making/business-analytics-decision-making - 07 - 5. Cluster Analysis with XLMiner.mp444.27MB
  69. 3. Business Analytics for Decision Making/business-analytics-decision-making - 08 - 0. Risk Analysis and Monte Carlo Simulation.mp440.08MB
  70. 3. Business Analytics for Decision Making/business-analytics-decision-making - 09 - 1. Adding Uncertainty to a Spreadsheet Model.mp438.25MB
  71. 3. Business Analytics for Decision Making/business-analytics-decision-making - 10 - 2. Defining Output Variables and Analyzing the Results.mp423.69MB
  72. 3. Business Analytics for Decision Making/business-analytics-decision-making - 11 - 3. Using Historical Data to Model Uncertainty.mp430.5MB
  73. 3. Business Analytics for Decision Making/business-analytics-decision-making - 12 - 4. Models with Correlated Uncertain Variables.mp420.66MB
  74. 3. Business Analytics for Decision Making/business-analytics-decision-making - 13 - 5. Creating and Interpreting Charts.mp424.19MB
  75. 3. Business Analytics for Decision Making/business-analytics-decision-making - 14 - 6. Using Average Values versus Simulation.mp422.93MB
  76. 3. Business Analytics for Decision Making/business-analytics-decision-making - 15 - 0. Optimization and Decision Making.mp429.24MB
  77. 3. Business Analytics for Decision Making/business-analytics-decision-making - 16 - 1. Formulating an Optimization Problem.mp438.99MB
  78. 3. Business Analytics for Decision Making/business-analytics-decision-making - 17 - 2. Developing a Spreadsheet Model.mp421.66MB
  79. 3. Business Analytics for Decision Making/business-analytics-decision-making - 18 - 3. Adding Optimization to a Spreadsheet Model.mp418.72MB
  80. 3. Business Analytics for Decision Making/business-analytics-decision-making - 19 - 4. What-if Analysis and the Sensitivity Report.mp431.54MB
  81. 3. Business Analytics for Decision Making/business-analytics-decision-making - 20 - 5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights.mp436.29MB
  82. 3. Business Analytics for Decision Making/business-analytics-decision-making - 21 - 6. Digital Marketing Application of Optimization.mp432.03MB
  83. 3. Business Analytics for Decision Making/business-analytics-decision-making - 22 - 0. Advanced Models for Better Decisions.mp436.96MB
  84. 3. Business Analytics for Decision Making/business-analytics-decision-making - 23 - 1. Business Problems with Yes No Decisions.mp439.44MB
  85. 3. Business Analytics for Decision Making/business-analytics-decision-making - 24 - 2. Formulation and Solution of Binary Optimization Problems.mp428.25MB
  86. 3. Business Analytics for Decision Making/business-analytics-decision-making - 25 - 3. Metaheuristic Optimization.mp436.96MB
  87. 3. Business Analytics for Decision Making/business-analytics-decision-making - 26 - 4. Chance Constraints and Value At Risk.mp426.16MB
  88. 3. Business Analytics for Decision Making/business-analytics-decision-making - 27 - 5. Simulation Optimization.mp422.82MB
  89. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 01 - 0. Introduction to the Course.mp428.26MB
  90. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 02 - 1. Information Action Value Chain Redux.mp417.78MB
  91. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 03 - 2. Analytics in Classic Business Problems.mp432.5MB
  92. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 04 - 3. Analytics in Emergent Business Problems.mp440.22MB
  93. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 05 - Module Introduction.mp45.74MB
  94. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 06 - Vehicles to Present Quantitative Information.mp410.92MB
  95. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 07 - Data Visualization Examples.mp46.94MB
  96. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 08 - Graphs in Excel and ASP.mp49.22MB
  97. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 09 - Graphical Excellence.mp48.75MB
  98. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 10 - Techniques to Display Multiple Variables.mp47.36MB
  99. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 11 - Excel Charts to Avoid.mp44.75MB
  100. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 12 - Correlation vs Causation.mp429.34MB
  101. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 13 - Common Cognitive Biases.mp437.96MB
  102. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 14 - Misleading With Data.mp430.39MB
  103. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 15 - Market Experiments When the action is the question.mp429.56MB
  104. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 16 - Know thy Audience.mp434.51MB
  105. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 17 - Telling compelling stories.mp437.22MB
  106. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 18 - Making It Real.mp423.91MB
  107. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 19 - Case Study 1 Experiment Driven Analytics and Customer Churn.mp437.38MB
  108. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 20 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 1.mp413.48MB
  109. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 21 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 2.mp432.4MB
  110. 4. Communicating Business Analytics Results/communicating-business-analytics-results - 22 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 3.mp431.68MB
  111. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 1 - Data Cleanup and Transformation.mp413.03MB
  112. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 2 - Dealing with Missing Values.mp419.1MB
  113. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 3 - Dealing with Outliers.mp410.56MB
  114. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 4 - What is Good Data Visualization.mp411.48MB
  115. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 5 - Graphical Excellence.mp48.32MB
  116. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 6 - Cross Validation and Confusion Matrix.mp410.9MB
  117. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 7 - Assessing Predictive Accuracy Using Cross-Validation.mp415MB
  118. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 8 - Building Logistic Regression Models using XLMiner.mp413.99MB
  119. 5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 9 - How to Build a Model using XLMiner.mp419.14MB
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