Free CertNexus AIP-210 Exam Dumps Questions & Answers

For a particular classification problem, you are tasked with determining the best algorithm among SVM, random forest, K-nearest neighbors, and a deep neural network. Each of the algorithms has similar accuracy on your data. The stakeholders indicate that they need a model that can convey each feature's relative contribution to the model's accuracy. Which is the best algorithm for this use case?

• A.  Deep neural network
• B.  SVM
• C.  Random forest
• D.  K-nearest neighbors

Which of the following best describes distributed artificial intelligence?

• A.  It relies on a distributed system that performs robust computations across a network of unreliable nodes.
• B.  It intelligently pre-distributes the weight of starting a neural network.
• C.  It uses a centralized system to speak to decentralized nodes.
• D.  It does not require hyperparemeter tuning because the distributed nature accounts for the bias.

Which of the following can take a question in natural language and return a precise answer to the question?

• A.  Pandas
• B.  Databricks
• C.  Spark ML
• D.  IBM Watson

Which of the following is NOT an activation function?

• A.  Additive
• B.  Hyperbolic tangent
• C.  ReLU
• D.  Sigmoid

Which of the following are true about the transform-design pattern for a machine learning pipeline? (Select three.) It aims to separate inputs from features.

• A.  It ensures reproducibility.
• B.  It transforms the output data after production.
• C.  It seeks to isolate individual steps of ML pipelines.
• D.  It encapsulates the processing steps of ML pipelines.
• E.  It represents steps in the pipeline with a directed acyclic graph (DAG).