AIDC - Unit 1

What is the primary role of data curation in the development of self-driving car software, according to the document?

• Ensuring data quality and relevance for training AI models.

• Collecting and storing large amounts of driving data.

• Developing labeling systems for identifying objects and events.

• Building simulation environments for testing self-driving cars.

What are the three main components of the NVIDIA DRIVE AV software stack mentioned in the document?

• Data collection, data processing, and decision making.

• Perception, mapping, and planning.

• Sensor fusion, localization, and control.

• Computer vision, natural language processing, and robotics.

What potential benefit of autonomous vehicles does the document highlight?

• Reduced demand for public transportation.

• Decreased personal responsibility in driving.

• Increased safety and efficiency in transportation.

• Job losses in the transportation sector.

Which company is mentioned as using AI to improve fraud detection in financial transactions?

• JP Morgan Chase

• Paypal

• Visa

• Mastercard

Which of the following is NOT one of the three main AI use cases highlighted in the document?

• Healthcare

• Education

• Transportation

• Finance

What is the primary difference between Machine Learning (ML) and Deep Learning (DL) according to the document?

• ML is used for prediction, while DL is used for classification.

• ML requires labeled data, while DL can learn from unlabeled data.

• ML uses rule-based algorithms, while DL uses neural networks.

• There is no difference; they are synonyms.

According to the document, how can AI be used to monitor the safety and efficacy of drugs after they have been released to the market?

• By analyzing social media and online forums for patient feedback.

• By conducting large-scale clinical trials after drug release.

• By tracking real-world data and identifying potential adverse effects.

• By developing new methods for drug testing and approval.

In the context of drug development, what application of AI does the document emphasize?

• Automating clinical trials to reduce human testing.

• Analyzing large datasets of molecular structures to identify potential drug candidates.

• Developing new methods for drug manufacturing and distribution.

• Providing personalized medicine recommendations to patients.

How does the rise of online shopping influence the demand for autonomous delivery vehicles, as per the document?

• Increased online shopping leads to higher demand for delivery services, thus creating a need for autonomous solutions.

• Consumers prefer autonomous deliveries over human interaction.

• Autonomous vehicles are more cost-effective than traditional delivery methods.

• Regulations favor the use of autonomous vehicles for delivery purposes.

What is a major challenge associated with building an AI-enabled data center as per the document?

• Lack of skilled personnel.

• High costs and complexity.

• Data security concerns.

• All of the above.