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WGU Data-Driven-Decision-Making Exam Syllabus Topics:
| Section | Weight | Objectives |
| Probability & Statistical Inference | 20% | - Probability rules, distributions, expected value
- Hypothesis testing, p-values, confidence intervals
- Correlation vs. causation
|
| Foundations of Data-Driven Decision Making | 20% | - Role of data in business decisions
- Types of analytics: descriptive, predictive, prescriptive
- Ethics, privacy, and data governance
|
| Statistical Concepts & Descriptive Analytics | 25% | - Data visualization: charts, graphs, dashboards
- Data types, measurement scales, sampling methods
- Measures of central tendency, dispersion, distribution
|
| Predictive Analytics & Regression | 20% | - Simple & multiple linear regression
- Forecasting & trend analysis
- Interpreting coefficients, R-squared, significance
|
| Decision Models & Prescriptive Analytics | 15% | - Quality & process improvement tools
- Decision trees, payoff matrices, expected value
- Optimization, sensitivity analysis
|
WGU VPC2Data-Driven Decision MakingC207 Sample Questions:
1. What does big data include?
A) Inferential statistics for large companies
B) Both structured and unstructured data
C) Information that can be analyzed with spreadsheets
D) Powerful extraction tools
2. A bakery owner would like to know how many cakes to sell for monthly profit to equal zero. Which analysis method should the owner perform?
A) ANOVA
B) Crossover
C) T-test
D) Break-even
3. A clothing company wants to predict sales figures based on the amount spent on advertising.
Which type of regression analysis should this company use?
A) Logistic regression
B) Linear regression
C) Multiple linear regression
D) Time series regression
4. Two project teams are assigned to upgrade an on-premise data warehouse to a cloud-based data lake in 13 months. The infrastructure team has five team members, while the enterprise analytics team has three team members. The enterprise analytics team cannot move into production until the infrastructure team has completed the migration.
What should be used to find the probability that the project will be completed on time?
A) Combination
B) Multiplication principle
C) Conditional probability
D) Bayes' theorem
5. Which process is considered a statistical process control activity?
A) Determining if the precision of a manufactured product is within a tolerable range
B) Aligning marketing strategy with manufacturing capabilities
C) Evaluating consumer complaints about manufacturing defects
D) Forecasting future consumer demand for a new product
Solutions:
Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A |