Identify the primary reason engineers avoid error analysis despite its efficiency.
Question: According to Andrew Ng, why do engineers frequently make the mistake of skipping error analysis, even though it only takes a couple of hours?
Sample answer: Engineers skip error analysis because they find it more exciting to jump straight into implementing a new idea rather than pausing to question whether that idea is actually worth their time investment.
Key points:
- Implementing an idea feels more exciting.
- Engineers avoid questioning if an idea is worth the time.
Rubric: The answer must explicitly mention the excitement or emotional appeal of jumping into implementation versus the reluctance to question the idea's worth.
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Why are engineers often reluctant to perform error analysis, according to Andrew Ng?
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Order the steps that illustrate the cost of skipping error analysis, as described by Andrew Ng.
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Andrew Ng states that examining _____ examples during error analysis, at one minute each, takes under two hours.
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Order the reasoning steps that justify performing error analysis before implementation, as Ng argues.
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Evaluate a team's decision to immediately implement a new algorithm without prior error analysis.
Identify the primary reason engineers avoid error analysis despite its efficiency.