Assess your Course 1 end-of-course project :Foundations of Data Science (Google Advanced Data Analytics Professional Certificate) Answers 2025
✅ Correct Answers
These answers reflect the correct PACE stage alignments used in the Google Advanced Data Analytics Course 1 rubric.
Question 1
The Course 1 PACE Strategy Document includes responses for all Planning Stage questions.
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Yes ✅
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No ❌
Explanation:
You must answer all Planning Stage questions in your PACE document.
Question 2
“Establish structure for project workflow (PACE)” → Plan stage.
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Yes ✅
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No ❌
Explanation:
Defining workflow structure is part of planning.
Question 3
“Write a project proposal” → Plan stage.
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Yes ✅
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No ❌
Explanation:
A proposal is created during the planning phase.
Question 4
“Compile summary information about the data” → Analyze stage.
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Yes ✅
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No ❌
Explanation:
Summarizing data is part of early analysis.
Question 5
“Begin exploring the data” → Analyze stage.
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Yes ✅
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No ❌
Explanation:
Exploration is analytical work.
Question 6
“Data exploration and cleaning” → Plan and Analyze.
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Yes ✅
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No ❌
Explanation:
Cleaning requires planning AND analytical tasks.
Question 7
“Visualization building” → Analyze and Construct.
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Yes ✅
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No ❌
Explanation:
Visualizations come from analysis and construction of charts.
Question 8
“Compute descriptive statistics” → Analyze stage.
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Yes ✅
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No ❌
Explanation:
Descriptive statistics summarize data and are part of analysis.
Question 9
“Conduct hypothesis testing” → Analyze and Construct.
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Yes ✅
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No ❌
Explanation:
Hypothesis testing includes analytical reasoning and constructing statistical tests.
Question 10
“Build a regression model” → Analyze and Construct.
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Yes ✅
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No ❌
Explanation:
Regression requires analysis AND model construction.
Question 11
“Evaluate the model” → Execute.
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Yes ✅
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No ❌
Explanation:
Model evaluation belongs to the Execute stage where insights are finalized.
Question 12
“If applicable, build a machine learning model” → Construct.
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Yes ✅
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No ❌
Explanation:
Machine learning models are created in the Construct stage.
Question 13
“Communicate final insights with stakeholders” → Execute.
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Yes ✅
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No ❌
Explanation:
Communication of results is part of the Execute stage.
Question 14
All open response questions were answered.
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Yes ✅
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No ❌
Explanation:
All written questions in the project must be completed.
🧾 Summary Table
| Q# | Correct Answer | Key Concept |
|---|---|---|
| 1 | Yes | PACE planning completeness |
| 2 | Yes | Workflow belongs in Plan |
| 3 | Yes | Proposal belongs in Plan |
| 4 | Yes | Summary info is analysis |
| 5 | Yes | Data exploration is analysis |
| 6 | Yes | Cleaning spans Plan + Analyze |
| 7 | Yes | Visualization = Analyze + Construct |
| 8 | Yes | Descriptive stats = Analyze |
| 9 | Yes | Hypothesis testing = Analyze + Construct |
| 10 | Yes | Regression = Analyze + Construct |
| 11 | Yes | Model evaluation = Execute |
| 12 | Yes | ML modeling = Construct |
| 13 | Yes | Communication = Execute |
| 14 | Yes | All open responses completed |