You are working on the data engineering pipeline for the AI project and you want to make sure to address the creation of pipelines to deal with model iteration. What part of the pipeline best deals with this step?

• A.Feature Engineering
• B.Data Acquisition / Ingest / Capture
• C.ELT pipeline
• D.Retraining Pipelines

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Major factors for the project you are currently working on are around the training time, cost, and complexity of training your models. Which algorithm is not the best choice given these constraints?

• A.Support Vector Machines (SVM)
• B.Neural Networks
• C.Naive Bayes
• D.Gaussian Mixture

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Your team is working on an image recognition system to help identify plants. They have collected a large amount of data but need to get this data labeled.
Which phase of CPMAI is this done?

• A.Phase I
• B.Phase II
• C.Phase III
• D.Phase IV
• E.Phase V
• F.Phase VI

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Your organization wants to keep an eye on AI systems for Governance purposes. What are the most crucial things to consider? (Select all that apply.)

• A.Vendor procurement methods
• B.AI System testing requirements
• C.Continuous System monitoring
• D.Data source identification
• E.Algorithm selection
• F.Human chain of accountability
• G.Key Performance Indicators (KPIs)
• H.ROI determination

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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.Train the model over multiple desktop computers
• B.Train the model on GPUs
• C.Use a contractor to do the training portion
• D.Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer

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