Updated: Jun 03, 2026
No. of Questions: 110 Questions & Answers with Testing Engine
Download Limit: Unlimited
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1. You've built your model and now need to see if it actually works as expected. In which phase of CPMAI is this done?
A) Phase IV
B) Phase V
C) Phase VI
D) Phase III
E) Phase I
F) Phase II
2. For AI projects the code and systems don't matter as much as the dat
A) In fact, big data is what's powering much of this latest wave of AI. What's most important for your company to consider around data?
B) Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
C) Understanding which algorithms are best for your data needs.
D) Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
E) Collect enormous amounts of data - the more data the better.
3. You are working with a dataset that has a high number of dimensions. You're running into issues because some dimensions don't have enough real examples to properly train the systems for predictable results.
What's your best course of action?
A) Keep going as planned and the problem will eventually correct itself
B) Try to improve the quality of your data through more preparation
C) Try to get additional information from project lead to see how many examples per dimension are needed
D) Try to get additional data - at least 5 training examples for each dimension in the representation
4. Your team has collected petabytes of data for your AI project. As the project lead, you understand this is too much data to use for this iteration of the project.
What is the best course of action to take with this data?
A) Data integration focused on reducing the number of data sources.
B) Careful algorithm selection that reduces the need for data.
C) Data Deduping to reduce overall size and data complexity.
D) Data selection and attribute pruning to reduce overall size and data complexity.
5. An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?
A) Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
B) Train the model over multiple desktop computers
C) Train the model on GPUs
D) Use a contractor to do the training portion
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: E | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: C |
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