Which of the following statements are true about overfitting in traditional machine learning? (Select all that apply)

Overfitting occurs when a model learns the training data too well, including its noise.

Regularization techniques can help prevent overfitting.

Overfitting leads to poor performance on unseen data.

Overfitting is not a concern in traditional machine learning.

What is the primary goal of prompt engineering in the context of large language models (LLMs)?

To design inputs that elicit desired outputs from the LLM.

To replace the need for machine learning models.

To minimize the computational resources used by LLMs.

In traditional machine learning, what is the primary purpose of cross-validation?

To assess how the results of a statistical analysis will generalize to an independent dataset.

To reduce the dimensionality of the dataset.

To assess how the results of a statistical analysis will generalize to an independent dataset.

To increase the size of the training dataset.

Which of the following best defines an Agentic AI system?

An AI system capable of autonomous decision-making and action without human intervention.

An AI system that strictly follows predefined rules without adaptation.

An AI system that requires constant human supervision for decision-making.

An AI system capable of autonomous decision-making and action without human intervention.

An AI system that only processes data without producing any actionable outcomes.

Which of the following techniques are used for dimensionality reduction in traditional machine learning? (Select all that apply)

Principal Component Analysis (PCA)

t-Distributed Stochastic Neighbor Embedding (t-SNE)

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Easyagentic aiai design patternsautonomous systems2 points

Which design pattern in Agentic AI systems facilitates collaboration among multiple AI agents to achieve a common goal?

Easyagentic aiai design patternsautonomous systems2 points

Which design pattern in Agentic AI systems facilitates collaboration among multiple AI agents to achieve a common goal?

AI/ML - Sample Questions

8 questions3 Easy3 Medium2 Hard

Easyagentic aiai design patternsautonomous systems2 points

Which design pattern in Agentic AI systems facilitates collaboration among multiple AI agents to achieve a common goal?

Easyagentic aiai design patternsautonomous systems2 points

Which design pattern in Agentic AI systems facilitates collaboration among multiple AI agents to achieve a common goal?

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AI/ML - Sample Questions

AI/ML - Sample Questions