CertNexus AIP-210 Real Dump - AIP-210 Braindumps
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CertNexus AIP-210 Exam Syllabus Topics:
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For exam applicants Itcerttest offers real CertNexus AIP-210 exam questions. There are three formats of the CertNexus Certified Artificial Intelligence Practitioner (CAIP) (AIP-210) practice material. These formats are PDF, desktop practice exam software, and web-based CertNexus Certified Artificial Intelligence Practitioner (CAIP) (AIP-210) practice exam. With these questions, you can crack the CertNexus AIP-210 certification exam and save your time and money.
CertNexus Certified Artificial Intelligence Practitioner (CAIP) Sample Questions (Q32-Q37):
NEW QUESTION # 32
Which of the following is the primary purpose of hyperparameter optimization?
- A. Increases recall over precision
- B. Makes models easier to explain to business stakeholders
- C. Controls the learning process of a given algorithm
- D. Improves model interpretability
Answer: C
Explanation:
Explanation
Hyperparameter optimization is the process of finding the optimal values for hyperparameters that control the learning process of a given algorithm. Hyperparameters are parameters that are not learned by the algorithm but are set by the user before training. Hyperparameters can affect the performance and behavior of the algorithm, such as its speed, accuracy, complexity, or generalization. Hyperparameter optimization can help improve the efficiency and effectiveness of the algorithm by tuning its hyperparameters to achieve the best results.
NEW QUESTION # 33
Which of the following can take a question in natural language and return a precise answer to the question?
- A. Databricks
- B. Spark ML
- C. Pandas
- D. IBM Watson
Answer: D
Explanation:
Explanation
IBM Watson is an AI technology that can take a question in natural language and return a precise answer to the question. IBM Watson is a cognitive computing system that can understand natural language, generate hypotheses, and provide evidence-based answers. IBM Watson can be applied to various domains and industries, such as healthcare, education, finance, or law.
NEW QUESTION # 34
R-squared is a statistical measure that:
- A. Represents the extent to which two random variables vary together.
- B. Combines precision and recall of a classifier into a single metric by taking their harmonic mean.
- C. Is the proportion of the variance for a dependent variable thaf' s explained by independent variables.
- D. Expresses the extent to which two variables are linearly related.
Answer: C
Explanation:
Explanation
R-squared is a statistical measure that indicates how well a regression model fits the data. R-squared is calculated by dividing the explained variance by the total variance. The explained variance is the amount of variation in the dependent variable that can be attributed to the independent variables. The total variance is the amount of variation in the dependent variable that can be observed in the data. R-squared ranges from 0 to 1, where 0 means no fit and 1 means perfect fit.
NEW QUESTION # 35
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. Ridge regression
- C. Lasso regression
- D. Linear regression
Answer: D
NEW QUESTION # 36
A data scientist is tasked to extract business intelligence from primary data captured from the public. Which of the following is the most important aspect that the scientist cannot forget to include?
- A. Data security
- B. Cyberprotection
- C. Data privacy
- D. Cybersecurity
Answer: C
Explanation:
Data privacy is the right of individuals to control how their personal data is collected, used, shared, and protected. It also involves complying with relevant laws and regulations that govern the handling of personal data. Data privacy is especially important when extracting business intelligence from primary data captured from the public, as it may contain sensitive or confidential information that could harm the individuals if misused or breached .
NEW QUESTION # 37
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