AzureAI-Final

What are the skills measured in the Azure AI Engineer Associate certification exam?

• Implementing decision support solutions

• Implementing natural language processing solutions

• Implementing knowledge mining and document intelligence solutions

• All of the mentioned

What is the official Python library for the OpenAI API?

• openai

• openai-python

• openai-api

• openai-lib

Which statement is an example of a Microsoft responsible AI principle?

• AI systems must use only publicly available data

• AI systems must be transparent and inclusive

• AI systems must keep personal details public

• 
  AI systems must protect the interests of the company

What is the recommended way to store your OpenAI API Key?

• Hardcode it in your Python script

• Store it in a text file

• Pass it as a command-line argument

• Store it in a .env file using python-dotenv

What is the primary purpose of Named Entity Recognition (NER) in natural language processing?

• Translating text between languages

• Extracting insights from text data

• Recognizing and classifying entities like names, locations, and organizations in text

• Generating human-like text using language models

In the context of computer vision, what is a bounding box?

• A filter applied to enhance image contrast

• A rectangle that encloses an object of interest in an image

• The process of dividing an image into smaller regions

• A visual representation of pixel intensities in an image

What is the primary function of Azure Text Analytics?

• Language translation

• Creating custom language models

• Building conversational interfaces

• Sentiment analysis, key phrase extraction, and named entity recognition

What are the primary skills required for a Data Scientist role?

• Data visualization and storytelling

• Statistical analysis and hypothesis testing

• Machine learning and predictive modeling

• All of the mentioned

Which machine learning technique is commonly used for anomaly detection?

• Supervised learning

• Unsupervised learning

• Reinforcement learning

• Semi-supervised learning

What is the primary function of Azure Form Recognizer?

• Extracting insights from text data

• Recognizing and extracting key information from forms and documents

• Creating custom language models

• Building conversational interfaces