Exploring AI Technologies

What is artificial intelligence (AI)?

• Artificial intelligence (AI) is the simulation of human intelligence in machines.

• A method for increasing computer speed

• A type of computer hardware

• A programming language for web development

Name three types of machine learning.

• Deep learning

• Computer vision

• Natural language processing

• Supervised learning, Unsupervised learning, Reinforcement learning

What is natural language processing (NLP)?

• Natural Language Processing (NLP) is a field of AI that enables computers to understand, interpret, and generate human language.

• A technique for translating text from one language to another.

• A method for teaching computers to speak human languages fluently.

• A system for analyzing numerical data in programming.

How does computer vision work in AI?

• Computer vision relies solely on audio data processing.

• Computer vision is only used for gaming graphics.

• Computer vision can only recognize text and not images.

• Computer vision in AI enables machines to interpret and understand visual information from the world.

What is the role of neural networks in AI?

• Neural networks are primarily used for data storage.

• Neural networks only function in hardware design.

• Neural networks are not related to machine learning.

• Neural networks play a crucial role in AI by enabling machines to learn from data and make predictions or decisions based on that data.

Define deep learning and its significance.

• Deep learning is a method of data storage that enhances memory capacity.

• Deep learning is a type of traditional programming that does not use data.

• Deep learning is solely focused on image processing and has no other applications.

• Deep learning is a subset of machine learning using neural networks with many layers, significant for its ability to model complex data patterns and drive advancements in AI applications.

What are chatbots and how do they use AI?

• Chatbots are only used for customer service inquiries.

• Chatbots are physical robots that interact with users in person.

• Chatbots are AI-driven applications that simulate conversation with users, utilizing natural language processing to understand and respond to queries.

• Chatbots do not use any form of artificial intelligence.

Explain the concept of reinforcement learning.

• Reinforcement learning is a technique for training models using static datasets.

• Reinforcement learning focuses solely on clustering data points without any rewards.

• Reinforcement learning is a method for supervised learning using labeled data.

• Reinforcement learning is a learning paradigm where an agent learns to make decisions by interacting with an environment to maximize cumulative rewards.

What is the difference between supervised and unsupervised learning?

• Supervised learning requires no data for training, while unsupervised learning requires labeled data.

• Supervised learning is used for clustering, while unsupervised learning is used for classification.

• Supervised learning can only be applied to images, while unsupervised learning can only be applied to text.

• Supervised learning uses labeled data for training, while unsupervised learning uses unlabeled data to find patterns.

How is AI used in healthcare today?

• AI has no impact on patient care in healthcare.

• AI is used in healthcare for diagnostics, personalized treatment, predictive analytics, medical imaging, and administrative automation.

• AI is only used for administrative tasks in healthcare.

• AI is primarily used for entertainment purposes in healthcare.