Try CertNexus : AIP-210 valid & accurate questions and answers
Updated: Oct 13, 2026
No. of Questions: 95 Questions & Answers with Testing Engine
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CertNexus AIP-210 Exam Overview:
| Certification Vendor: | CertNexus |
|---|---|
| Exam Name: | CertNexus Certified Artificial Intelligence Practitioner (CAIP) |
| Exam Number: | AIP-210 |
| Available Languages: | English |
| Exam Format: | Multiple Choice, Multiple Response |
| Real Exam Qty: | 80 |
| Passing Score: | 59% - 60% |
| Certificate Validity Period: | 3 years |
| Exam Price: | $367.50 USD |
| Exam Duration: | 120 minutes |
| Recommended Training: | CertNexus Official CAIP Training |
| Exam Registration: | Pearson VUE Registration |
| Sample Questions: | CertNexus AIP-210 Sample Questions |
| Exam Way: | Online proctored (Pearson OnVUE) or in-person at Pearson VUE test centers |
| Pre Condition: | Recommended: 1–3 years of experience in data science, AI, or related field; basic understanding of statistics, programming, and data concepts |
| Official Syllabus URL: | https://certnexus.com/certified-artificial-intelligence-practitioner-caip/ |
CertNexus AIP-210 Exam Syllabus Topics:
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|---|---|
| Topic 1 |
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Reference: https://certnexus.com/certified-artificial-intelligence-practitioner-caip/
CertNexus Certified Artificial Intelligence Practitioner (CAIP) Sample Questions:
Which of the following pieces of AI technology provides the ability to create fake videos?
- A. Generative adversarial networks (GAN)
- B. Recurrent neural networks (RNN)
- C. Support-vector machines (SVM)
- D. Long short-term memory (LSTM) networks
Correct Answer: A 🗳️
Explanation: Only visible for Exams-boost members. You can sign-up / login (it's free).
We are using the k-nearest neighbors algorithm to classify the new data points. The features are on different scales.
Which method can help us to solve this problem?
- A. Standardization
- B. Normalization
- C. Log transformation
- D. Square-root transformation
Correct Answer: B 🗳️
Explanation: Only visible for Exams-boost members. You can sign-up / login (it's free).
An HR solutions firm is developing software for staffing agencies that uses machine learning.
The team uses training data to teach the algorithm and discovers that it generates lower employability scores for women. Also, it predicts that women, especially with children, are less likely to get a high-paying job.
Which type of bias has been discovered?
- A. Preexisting
- B. Technical
- C. Automation
- D. Emergent
Correct Answer: A 🗳️
Explanation: Only visible for Exams-boost members. You can sign-up / login (it's free).
Which of the following describes a benefit of machine learning for solving business problems?
- A. Increasing the speed of analysis
- B. Improving the quality of original data
- C. Improving the constraint of the problem
- D. Increasing the quantity of original data
Correct Answer: A 🗳️
Explanation: Only visible for Exams-boost members. You can sign-up / login (it's free).
Which of the following scenarios is an example of entanglement in ML pipelines?
- A. Change the way output is visualized in the monitoring 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 in normalization function in the feature engineering step.
Correct Answer: D 🗳️
Explanation: Only visible for Exams-boost members. You can sign-up / login (it's free).
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