A predictive app provides audio output for visually impaired users. Which principle of Responsible AI is reflected here?

• Transparency

• Inclusiveness

• Fairness

Select Computer Vision model capability/capabilities

• 
  Image Classification

• OCR

• Object detection

• 
  All of mentioned

In AI, what is the purpose of Natural Language Processing (NLP)?

• To create machine-to-machine communications.

• To enable computers to understand and process human language.

• To improve graphics processing units.

• To manage server logs.

Answer explanation

NLP allows AI systems to interpret, understand, and generate human language, enabling applications like chatbots and translators.

What is an example of responsible AI practice?

• Creating AI systems that always prioritize speed.

• Developing AI without considering privacy.

• Using AI to gather as much data as possible, regardless of consent.

• Building AI with fairness, transparency, and accountability in mind.

Answer explanation

Responsible AI emphasizes fairness, transparency, and accountability, ensuring AI benefits all and respects user privacy.

How does computer vision contribute to AI applications?

• By allowing machines to process and understand images.

• By generating sound patterns for AI to recognize.

• By enhancing text processing.

• By improving cybersecurity systems.

Answer explanation

Computer vision allows AI systems to interpret and act on visual data, useful in tasks like facial recognition and medical imaging.

Which of the following best defines machine learning?

• A rule-based algorithm for automating tasks.

• A system that only stores data.

• A system solely used for gaming applications.

• An approach where AI learns from data to make predictions or decisions.

Answer explanation

Machine learning involves AI systems learning from data without being explicitly programmed, making predictions based on patterns.

Which is an example of AI in healthcare?

• AI systems predicting future market prices.

• Managing hotel reservations.

• Diagnosing diseases based on medical image analysis.

• Enhancing online shopping experiences.

Answer explanation

AI systems in healthcare can analyze medical images to assist in diagnosing conditions, improving medical efficiency and accuracy.

Which AI model is focused on creating new content, such as images or text?

• Generative AI.

• Natural Language Processing.

• Computer Vision.

• Predictive Analytics.

Answer explanation

Generative AI models are used to create new content, such as generating text, images, or even code, based on learned patterns.

What is knowledge mining in AI?

• Extracting and organizing insights from large volumes of data.

• The process of visual data extraction.

• A method for mining cryptocurrency.

• Developing encryption protocols.

Answer explanation

Knowledge mining is an AI process that involves extracting useful insights from massive datasets, helping in decision-making and information retrieval

How does Document Intelligence differ from traditional OCR?

• It reads documents faster than OCR

• It only recognizes text

• It can understand and classify documents

• It translates documents into multiple languages

Answer explanation

Document Intelligence not only reads but also comprehends and organizes documents for better information extraction.