CertNexus Certified Artificial Intelligence Practitioner
Last Update May 15, 2024
Total Questions : 90
We are offering FREE AIP-210 CertNexus exam questions. All you do is to just go and sign up. Give your details, prepare AIP-210 free exam questions and then go for complete pool of CertNexus Certified Artificial Intelligence Practitioner test questions that will help you more.
What is the primary benefit of the Federated Learning approach to machine learning?
Which three security measures could be applied in different ML workflow stages to defend them against malicious activities? (Select three.)
Which of the following is a privacy-focused law that an AI practitioner should adhere to while designing and adapting an AI system that utilizes personal data?
Below are three tables: Employees, Departments, and Directors.
Employee_Table
Department_Table
Director_Table
ID
Firstname
Lastname
Age
Salary
DeptJD
4566
Joey
Morin
62
$ 122,000
1
1230
Sam
Clarck
43
$ 95,670
2
9077
Lola
Russell
54
$ 165,700
3
1346
Lily
Cotton
46
$ 156,000
4
2088
Beckett
Good
52
$ 165,000
5
Which SQL query provides the Directors' Firstname, Lastname, the name of their departments, and the average employee's salary?
Which of the following describes a benefit of machine learning for solving business problems?
The graph is an elbow plot showing the inertia or within-cluster sum of squares on the y-axis and number of clusters (also called K) on the x-axis, denoting the change in inertia as the clusters change using k-means algorithm.
What would be an optimal value of K to ensure a good number of clusters?
Word Embedding describes a task in natural language processing (NLP) where:
When working with textual data and trying to classify text into different languages, which approach to representing features makes the most sense?
Which two encodes can be used to transform categories data into numerical features? (Select two.)
A classifier has been implemented to predict whether or not someone has a specific type of disease. Considering that only 1% of the population in the dataset has this disease, which measures will work the BEST to evaluate this model?
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?
Which of the following regressions will help when there is the existence of near-linear relationships among the independent variables (collinearity)?
Which of the following items should be included in a handover to the end user to enable them to use and run a trained model on their own system? (Select three.)
Your dependent variable Y is a count, ranging from 0 to infinity. Because Y is approximately log-normally distributed, you decide to log-transform the data prior to performing a linear regression.
What should you do before log-transforming Y?
Which of the following metrics is being captured when performing principal component analysis?
Which of the following methods can be used to rebalance a dataset using the rebalance design pattern?
Which of the following text vectorization methods is appropriate and correctly defined for an English-to-Spanish translation machine?
Which of the following approaches is best if a limited portion of your training data is labeled?
Which of the following models are text vectorization methods? (Select two.)
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?
Which two of the following statements about the beta value in an A/B test are accurate? (Select two.)
Which two of the following decrease technical debt in ML systems? (Select two.)