Learn Before
Decide how a team should allocate engineers given its available staffing and identified error categories.
Case context: An engineering team performing error analysis discovers two significant error categories: Great Cats and Blurry images. The team lead is deciding how to allocate the team's engineers to address these issues.
Question: Based on the source guidance, what should the team lead do if the team has enough people, and what should be considered if the team does not have enough people?
Sample answer: If the team has enough people, the team lead can assign some engineers to work on the Great Cats error category while others work on the Blurry images error category at the same time, allowing progress on both fronts in parallel. If the team does not have enough people to pursue both directions simultaneously, the team would need to prioritize which error category to address first rather than splitting into parallel groups, since the source specifies parallel work is contingent on having sufficient staffing.
Key points:
- Sufficient staffing enables parallel assignment of engineers
- Great Cats and Blurry images can be worked on simultaneously
- Insufficient staffing implies work cannot be split in parallel
- Team lead must assess staffing before deciding on approach
Rubric: Full credit for identifying that parallel assignment is appropriate only with sufficient staffing and explaining the implication when staffing is insufficient; partial credit for addressing only the parallel case.
0
1
Tags
Machine Learning
Deep Learning
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Strategy
Machine Learning Yearning @ DeepLearning.AI
Related
When is it appropriate for a team to pursue multiple error categories in parallel?
True or False: A team must always assign every engineer to the same error category before splitting into parallel work.
If a team has enough people, some engineers can work on Great Cats while others work on _____.
Match each team resource scenario to the correct approach for handling error categories.
Order the steps a team follows to decide whether to pursue error categories in parallel.
Explain the benefit and requirement of pursuing multiple error categories in parallel during error analysis.
Decide how a team should allocate engineers given its available staffing and identified error categories.
What condition allows a team to work on Great Cats and Blurry images at the same time?
Which pair of error categories does the source use as an example of parallel work?
True or False: Parallel work on error categories requires the team to have sufficient staff.