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You're testing your model and it is overly sensitive to the fluctuations of data and having trouble generalizing. What type of problem is this?
A. You are underfitting the data
B. You have selected the wrong algorithm
C. You have selected the wrong data
D. You are overfitting the data
Answer: D
NEW QUESTION # 59
A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project.
What's wrong with this suggestion?
A. Pipelines are pattern and model need specific.
B. Pipelines are model operationalization need specific.
C. Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
D. There is no issue. Pipelines can be reused as needed between projects.
Answer: A
NEW QUESTION # 60
You have been tasked with creating a model that will recommend products based on what other customers have similarly purchased. Which algorithm is the best choice given this situation?
A. Hyperpersonalization
B. K-means
C. Neural Network
D. K Nearest Neighbor
Answer: D
NEW QUESTION # 61
Clean, well-labeled datasets used for machine learning are partitioned into three subsets:
Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?
A. Split by random subsampling
B. Split by alphabetical order
C. Use the same data for all sets
D. Split by patterned subsampling
Answer: A
NEW QUESTION # 62
A project manager meets with a customer for initial discussions about an upcoming project. At the end of the meeting, the customer asks the project manager for a rough estimate of the project duration. Based on her experience with three similar projects, the project manager provides an estimate of 8-10 months.
What's wrong with this timeframe?
A. It's not accounting for potential project delays
B. It's not accounting for data preparation timelines
C. It fits into a waterfall timeframe, but not an agile project timeframe
D. It's underestimating the project timeline by 3 months
Answer: A
NEW QUESTION # 63
......
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