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CertNexus AIP-210 Exam Syllabus Topics:
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CertNexus Certified Artificial Intelligence Practitioner (CAIP) Sample Questions:
Which of the following scenarios is an example of entanglement in ML pipelines?
- A. Change in normalization function in the feature engineering step.
- B. Add a new method for drift detection in the model evaluation step.
- C. Add a new pipeline for retraining the model in the model training step.
- D. Change the way output is visualized in the monitoring step.
Correct Answer: A 🗳️
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Which type of regression represents the following formula: y = c + b*x, where y = estimated dependent variable score, c = constant, b = regression coefficient, and x = score on the independent variable?
- A. Polynomial regression
- B. Linear regression
- C. Ridge regression
- D. Lasso regression
Correct Answer: B 🗳️
You train a neural network model with two layers, each layer having four nodes, and realize that the model is underfit. Which of the actions below will NOT work to fix this underfitting?
- A. Get more training data
- B. Increase the complexity of the model
- C. Add features to training data
- D. Train the model for more epochs
Correct Answer: A 🗳️
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Which of the following sentences is TRUE about the definition of cloud models for machine learning pipelines?
- A. Platform as a Service (PaaS) can provide some services within an application such as payment applications to create efficient results.
- B. Infrastructure as a Service (IaaS) can provide CPU, memory, disk, network and GPU.
- C. Software as a Service (SaaS) can provide AI practitioner data science services such as Jupyter notebooks.
- D. Data as a Service (DaaS) can host the databases providing backups, clustering, and high availability.
Correct Answer: C 🗳️
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Which of the following is the correct definition of the quality criteria that describes completeness?
- A. The degree to which the measures conform to defined business rules or constraints.
- B. The degree to which a set of measures are equivalent across systems.
- C. The degree to which a set of measures are specified using the same units of measure in all systems.
- D. The degree to which all required measures are known.
Correct Answer: D 🗳️
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