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[CourserHub.com] Coursera - Advanced Business Analytics Specialization
magnet:?xt=urn:btih:4dd4d17a0d55a0d306db1f22f30e8bf4fb72ea0d&dn=[CourserHub.com] Coursera - Advanced Business Analytics Specialization
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Hash值:
4dd4d17a0d55a0d306db1f22f30e8bf4fb72ea0d
点击数:
104
文件大小:
2.93 GB
文件数量:
119
创建日期:
2024-1-6 20:50
最后访问:
2024-6-4 08:07
访问标签:
CourserHub
com
Coursera
-
Advanced
Business
Analytics
Specialization
文件列表详情
1. Introduction to Data Analytics for Business/data-analytics-business - 01 - Introduction to the Course.mp4 16.49 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 02 - Introduction to the Specialization.mp4 9.55 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 03 - 0. Introduction to Data & Analysis in Real World.mp4 7.18 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 04 - 1. Thinking about Analytical Problems.mp4 37.3 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 05 - 2. Conceptual Business Models.mp4 24.65 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 06 - 3. The information-Action Value Chain (Part 1).mp4 56.41 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 07 - 4. The information-Action Value Chain (Part 2).mp4 73.57 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 08 - 5. Real World Events and Characteristics.mp4 52.84 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 09 - 6. Data Capture by Source Systems.mp4 64.94 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 10 - 0. Introduction - Analytical Technologies.mp4 8.41 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 11 - 1. Data Storage and Databases.mp4 61.51 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 12 - 2. Big Data & the Cloud.mp4 89.29 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 13 - 3. Virtualization, Federation, and In-Memory Computing.mp4 51.97 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 14 - 4. The Relational Database.mp4 59.71 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 15 - 5. Data Tools Landscape.mp4 50.7 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 16 - 6. The Tools of the Data Analyst.mp4 42.42 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 17 - 0. Introduction - Data Extraction Using SQL.mp4 11.69 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 18 - 1. Introduction to SQL.mp4 28.31 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 19 - 2. Aggregating and Sorting Data in SQL.mp4 32.72 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 20 - 3. Extracting Data from Multiple Tables.mp4 30.13 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 21 - 4. Stacking Data with UNION Command.mp4 18.7 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 22 - 5. Extending SQL Queries Using Operators.mp4 25.36 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 23 - 6. Using SQL Subqueries.mp4 22.76 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 24 - 0. Introduction to Real World Analytical Orgs.mp4 13.95 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 25 - 1. Analytical Organizations – Roles.mp4 47.48 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 26 - 2. Analytical Organizations – Structures.mp4 45.47 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 27 - 3. Data Governance.mp4 34.2 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 28 - 4. Data Privacy.mp4 67.22 MB
1. Introduction to Data Analytics for Business/data-analytics-business - 29 - 5. Data Quality.mp4 38 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 01 - Introduction to the Course.mp4 6.34 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 02 - 0. Introduction to the Module. Why Exploratory Data Analysis is Important.mp4 13.34 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 03 - 1. Data Cleanup and Transformation.mp4 18.07 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 04 - 2. Dealing With Missing Values.mp4 24.17 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 05 - 3. Dealing with Outliers.mp4 13.89 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 06 - 4. Adding and Removing Variables.mp4 17.82 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 07 - 5. Common Graphs.mp4 18.62 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 08 - 6. What is Good Data Visualization.mp4 14.23 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 09 - 0. Introduction to Predictive Modeling.mp4 9.31 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 10 - 1. Introduction to Linear Regression.mp4 26.58 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 11 - 2. Assessing Predictive Accuracy Using Cross-Validation.mp4 19.19 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 12 - 3. Multiple Regression.mp4 13.83 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 13 - 4. Improving Model Fit.mp4 10.38 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 14 - 5. Model Selection.mp4 10.91 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 15 - 6. Challenges of Predictive Modeling.mp4 21.6 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 16 - 7. How to Build a Model using XLMiner.mp4 23.25 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 17 - 0. Introduction to classification.mp4 5.3 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 18 - 1. Introduction to Logistic Regression.mp4 14.67 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 19 - 2. Building Logistic Regression Model.mp4 16.17 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 20 - 3. Multiple Logistic Regression.mp4 10.36 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 21 - 4. Cross Validation and Confusion Matrix.mp4 13.17 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 22 - 5. Cost Sensitive Classification.mp4 6.09 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 23 - 6. Comparing Models Independent of Costs and Cutoffs.mp4 10.14 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 24 - 7. Building Logistic Regression Models using XLMiner.mp4 16.72 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 25 - 0.Introduction to Advanced Predictive Modeling Techniques.mp4 3.38 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 26 - 1. Introduction to Trees.mp4 5.65 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 27 - 2. Classification Trees.mp4 11.61 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 28 - 3. Regression Trees.mp4 5.4 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 29 - 4. Bagging, Boosting, Random Forest.mp4 10.57 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 30 - 5. Building Trees with XLMiner.mp4 11.01 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 31 - 6. Neural Networks.mp4 11.01 MB
2. Predictive Modeling and Analytics/predictive-modeling-analytics - 32 - 7. Building Neural Networks using XLMiner.mp4 8.94 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 01 - Introduction to the Course.mp4 19.67 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 02 - 0. What is Cluster Analysis.mp4 34.75 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 03 - 1. Data Reduction and Unsupervised Learning.mp4 37.27 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 04 - 2. Preparing Data and Measuring Dissimilarities.mp4 37.28 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 05 - 3. Hierarchical and k-Means Clustering.mp4 23.88 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 06 - 4. Cluster Analysis with Excel.mp4 23.3 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 07 - 5. Cluster Analysis with XLMiner.mp4 44.27 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 08 - 0. Risk Analysis and Monte Carlo Simulation.mp4 40.08 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 09 - 1. Adding Uncertainty to a Spreadsheet Model.mp4 38.25 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 10 - 2. Defining Output Variables and Analyzing the Results.mp4 23.69 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 11 - 3. Using Historical Data to Model Uncertainty.mp4 30.5 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 12 - 4. Models with Correlated Uncertain Variables.mp4 20.66 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 13 - 5. Creating and Interpreting Charts.mp4 24.19 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 14 - 6. Using Average Values versus Simulation.mp4 22.93 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 15 - 0. Optimization and Decision Making.mp4 29.24 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 16 - 1. Formulating an Optimization Problem.mp4 38.99 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 17 - 2. Developing a Spreadsheet Model.mp4 21.66 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 18 - 3. Adding Optimization to a Spreadsheet Model.mp4 18.72 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 19 - 4. What-if Analysis and the Sensitivity Report.mp4 31.54 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 20 - 5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights.mp4 36.29 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 21 - 6. Digital Marketing Application of Optimization.mp4 32.03 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 22 - 0. Advanced Models for Better Decisions.mp4 36.96 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 23 - 1. Business Problems with Yes No Decisions.mp4 39.44 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 24 - 2. Formulation and Solution of Binary Optimization Problems.mp4 28.25 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 25 - 3. Metaheuristic Optimization.mp4 36.96 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 26 - 4. Chance Constraints and Value At Risk.mp4 26.16 MB
3. Business Analytics for Decision Making/business-analytics-decision-making - 27 - 5. Simulation Optimization.mp4 22.82 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 01 - 0. Introduction to the Course.mp4 28.26 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 02 - 1. Information Action Value Chain Redux.mp4 17.78 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 03 - 2. Analytics in Classic Business Problems.mp4 32.5 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 04 - 3. Analytics in Emergent Business Problems.mp4 40.22 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 05 - Module Introduction.mp4 5.74 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 06 - Vehicles to Present Quantitative Information.mp4 10.92 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 07 - Data Visualization Examples.mp4 6.94 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 08 - Graphs in Excel and ASP.mp4 9.22 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 09 - Graphical Excellence.mp4 8.75 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 10 - Techniques to Display Multiple Variables.mp4 7.36 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 11 - Excel Charts to Avoid.mp4 4.75 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 12 - Correlation vs Causation.mp4 29.34 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 13 - Common Cognitive Biases.mp4 37.96 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 14 - Misleading With Data.mp4 30.39 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 15 - Market Experiments When the action is the question.mp4 29.56 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 16 - Know thy Audience.mp4 34.51 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 17 - Telling compelling stories.mp4 37.22 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 18 - Making It Real.mp4 23.91 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 19 - Case Study 1 Experiment Driven Analytics and Customer Churn.mp4 37.38 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 20 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 1.mp4 13.48 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 21 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 2.mp4 32.4 MB
4. Communicating Business Analytics Results/communicating-business-analytics-results - 22 - Case Study 2 Multidimensional Analysis for Customer Acquisition - Part 3.mp4 31.68 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 1 - Data Cleanup and Transformation.mp4 13.03 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 2 - Dealing with Missing Values.mp4 19.1 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 3 - Dealing with Outliers.mp4 10.56 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 4 - What is Good Data Visualization.mp4 11.48 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 5 - Graphical Excellence.mp4 8.32 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 6 - Cross Validation and Confusion Matrix.mp4 10.9 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 7 - Assessing Predictive Accuracy Using Cross-Validation.mp4 15 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 8 - Building Logistic Regression Models using XLMiner.mp4 13.99 MB
5. Advanced Business Analytics Capstone/data-analytics-business-capstone - 9 - How to Build a Model using XLMiner.mp4 19.14 MB
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