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种子名称： [CourserHub.com] Coursera - Advanced Business Analytics Specialization
文件类型： 视频
文件数目： 119个文件
文件大小： 2.93 GB
收录时间： 2024-1-6 20:50
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[CourserHub.com] Coursera - Advanced Business Analytics Specialization.torrent

1. Introduction to Data Analytics for Business/data-analytics-business - 01 - Introduction to the Course.mp416.49MB

1. Introduction to Data Analytics for Business/data-analytics-business - 02 - Introduction to the Specialization.mp49.55MB

1. Introduction to Data Analytics for Business/data-analytics-business - 03 - 0. Introduction to Data & Analysis in Real World.mp47.18MB

1. Introduction to Data Analytics for Business/data-analytics-business - 04 - 1. Thinking about Analytical Problems.mp437.3MB

1. Introduction to Data Analytics for Business/data-analytics-business - 05 - 2. Conceptual Business Models.mp424.65MB

1. Introduction to Data Analytics for Business/data-analytics-business - 06 - 3. The information-Action Value Chain (Part 1).mp456.41MB

1. Introduction to Data Analytics for Business/data-analytics-business - 07 - 4. The information-Action Value Chain (Part 2).mp473.57MB

1. Introduction to Data Analytics for Business/data-analytics-business - 08 - 5. Real World Events and Characteristics.mp452.84MB

1. Introduction to Data Analytics for Business/data-analytics-business - 09 - 6. Data Capture by Source Systems.mp464.94MB

1. Introduction to Data Analytics for Business/data-analytics-business - 10 - 0. Introduction - Analytical Technologies.mp48.41MB

1. Introduction to Data Analytics for Business/data-analytics-business - 11 - 1. Data Storage and Databases.mp461.51MB

1. Introduction to Data Analytics for Business/data-analytics-business - 12 - 2. Big Data & the Cloud.mp489.29MB

1. Introduction to Data Analytics for Business/data-analytics-business - 13 - 3. Virtualization, Federation, and In-Memory Computing.mp451.97MB

1. Introduction to Data Analytics for Business/data-analytics-business - 14 - 4. The Relational Database.mp459.71MB

1. Introduction to Data Analytics for Business/data-analytics-business - 15 - 5. Data Tools Landscape.mp450.7MB

1. Introduction to Data Analytics for Business/data-analytics-business - 16 - 6. The Tools of the Data Analyst.mp442.42MB

1. Introduction to Data Analytics for Business/data-analytics-business - 17 - 0. Introduction - Data Extraction Using SQL.mp411.69MB

1. Introduction to Data Analytics for Business/data-analytics-business - 18 - 1. Introduction to SQL.mp428.31MB

1. Introduction to Data Analytics for Business/data-analytics-business - 19 - 2. Aggregating and Sorting Data in SQL.mp432.72MB

1. Introduction to Data Analytics for Business/data-analytics-business - 20 - 3. Extracting Data from Multiple Tables.mp430.13MB

1. Introduction to Data Analytics for Business/data-analytics-business - 21 - 4. Stacking Data with UNION Command.mp418.7MB

1. Introduction to Data Analytics for Business/data-analytics-business - 22 - 5. Extending SQL Queries Using Operators.mp425.36MB

1. Introduction to Data Analytics for Business/data-analytics-business - 23 - 6. Using SQL Subqueries.mp422.76MB

1. Introduction to Data Analytics for Business/data-analytics-business - 24 - 0. Introduction to Real World Analytical Orgs.mp413.95MB

1. Introduction to Data Analytics for Business/data-analytics-business - 25 - 1. Analytical Organizations – Roles.mp447.48MB

1. Introduction to Data Analytics for Business/data-analytics-business - 26 - 2. Analytical Organizations – Structures.mp445.47MB

1. Introduction to Data Analytics for Business/data-analytics-business - 27 - 3. Data Governance.mp434.2MB

1. Introduction to Data Analytics for Business/data-analytics-business - 28 - 4. Data Privacy.mp467.22MB

1. Introduction to Data Analytics for Business/data-analytics-business - 29 - 5. Data Quality.mp438MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 01 - Introduction to the Course.mp46.34MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 02 - 0. Introduction to the Module. Why Exploratory Data Analysis is Important.mp413.34MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 03 - 1. Data Cleanup and Transformation.mp418.07MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 04 - 2. Dealing With Missing Values.mp424.17MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 05 - 3. Dealing with Outliers.mp413.89MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 06 - 4. Adding and Removing Variables.mp417.82MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 07 - 5. Common Graphs.mp418.62MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 08 - 6. What is Good Data Visualization.mp414.23MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 09 - 0. Introduction to Predictive Modeling.mp49.31MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 10 - 1. Introduction to Linear Regression.mp426.58MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 11 - 2. Assessing Predictive Accuracy Using Cross-Validation.mp419.19MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 12 - 3. Multiple Regression.mp413.83MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 13 - 4. Improving Model Fit.mp410.38MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 14 - 5. Model Selection.mp410.91MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 15 - 6. Challenges of Predictive Modeling.mp421.6MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 16 - 7. How to Build a Model using XLMiner.mp423.25MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 17 - 0. Introduction to classification.mp45.3MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 18 - 1. Introduction to Logistic Regression.mp414.67MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 19 - 2. Building Logistic Regression Model.mp416.17MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 20 - 3. Multiple Logistic Regression.mp410.36MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 21 - 4. Cross Validation and Confusion Matrix.mp413.17MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 22 - 5. Cost Sensitive Classification.mp46.09MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 23 - 6. Comparing Models Independent of Costs and Cutoffs.mp410.14MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 24 - 7. Building Logistic Regression Models using XLMiner.mp416.72MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 25 - 0.Introduction to Advanced Predictive Modeling Techniques.mp43.38MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 26 - 1. Introduction to Trees.mp45.65MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 27 - 2. Classification Trees.mp411.61MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 28 - 3. Regression Trees.mp45.4MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 29 - 4. Bagging, Boosting, Random Forest.mp410.57MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 30 - 5. Building Trees with XLMiner.mp411.01MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 31 - 6. Neural Networks.mp411.01MB

2. Predictive Modeling and Analytics/predictive-modeling-analytics - 32 - 7. Building Neural Networks using XLMiner.mp48.94MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 01 - Introduction to the Course.mp419.67MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 02 - 0. What is Cluster Analysis.mp434.75MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 03 - 1. Data Reduction and Unsupervised Learning.mp437.27MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 04 - 2. Preparing Data and Measuring Dissimilarities.mp437.28MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 05 - 3. Hierarchical and k-Means Clustering.mp423.88MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 06 - 4. Cluster Analysis with Excel.mp423.3MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 07 - 5. Cluster Analysis with XLMiner.mp444.27MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 08 - 0. Risk Analysis and Monte Carlo Simulation.mp440.08MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 09 - 1. Adding Uncertainty to a Spreadsheet Model.mp438.25MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 10 - 2. Defining Output Variables and Analyzing the Results.mp423.69MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 11 - 3. Using Historical Data to Model Uncertainty.mp430.5MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 12 - 4. Models with Correlated Uncertain Variables.mp420.66MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 13 - 5. Creating and Interpreting Charts.mp424.19MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 14 - 6. Using Average Values versus Simulation.mp422.93MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 15 - 0. Optimization and Decision Making.mp429.24MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 16 - 1. Formulating an Optimization Problem.mp438.99MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 17 - 2. Developing a Spreadsheet Model.mp421.66MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 18 - 3. Adding Optimization to a Spreadsheet Model.mp418.72MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 19 - 4. What-if Analysis and the Sensitivity Report.mp431.54MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 20 - 5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights.mp436.29MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 21 - 6. Digital Marketing Application of Optimization.mp432.03MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 22 - 0. Advanced Models for Better Decisions.mp436.96MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 23 - 1. Business Problems with Yes No Decisions.mp439.44MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 24 - 2. Formulation and Solution of Binary Optimization Problems.mp428.25MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 25 - 3. Metaheuristic Optimization.mp436.96MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 26 - 4. Chance Constraints and Value At Risk.mp426.16MB

3. Business Analytics for Decision Making/business-analytics-decision-making - 27 - 5. Simulation Optimization.mp422.82MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 01 - 0. Introduction to the Course.mp428.26MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 02 - 1. Information Action Value Chain Redux.mp417.78MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 03 - 2. Analytics in Classic Business Problems.mp432.5MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 04 - 3. Analytics in Emergent Business Problems.mp440.22MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 05 - Module Introduction.mp45.74MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 06 - Vehicles to Present Quantitative Information.mp410.92MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 07 - Data Visualization Examples.mp46.94MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 08 - Graphs in Excel and ASP.mp49.22MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 09 - Graphical Excellence.mp48.75MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 10 - Techniques to Display Multiple Variables.mp47.36MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 11 - Excel Charts to Avoid.mp44.75MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 12 - Correlation vs Causation.mp429.34MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 13 - Common Cognitive Biases.mp437.96MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 14 - Misleading With Data.mp430.39MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 15 - Market Experiments When the action is the question.mp429.56MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 16 - Know thy Audience.mp434.51MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 17 - Telling compelling stories.mp437.22MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 18 - Making It Real.mp423.91MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 19 - Case Study 1 Experiment Driven Analytics and Customer Churn.mp437.38MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 20 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 1.mp413.48MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 21 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 2.mp432.4MB

4. Communicating Business Analytics Results/communicating-business-analytics-results - 22 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 3.mp431.68MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 1 - Data Cleanup and Transformation.mp413.03MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 2 - Dealing with Missing Values.mp419.1MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 3 - Dealing with Outliers.mp410.56MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 4 - What is Good Data Visualization.mp411.48MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 5 - Graphical Excellence.mp48.32MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 6 - Cross Validation and Confusion Matrix.mp410.9MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 7 - Assessing Predictive Accuracy Using Cross-Validation.mp415MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 8 - Building Logistic Regression Models using XLMiner.mp413.99MB

5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 9 - How to Build a Model using XLMiner.mp419.14MB