What is a brief definition of Artificial Intelligence?
"To explain what is AI ,ML and DL with real life applications"
Learning objective:
Artificial intelligence (AI) is a type of computer technology that mimics human activities, such as problem-solving, decision-making, and learning. Machine learning and deep learning are two types of AI that are used to identify patterns in large datasets and make predictions. By using AI, computers can learn from their mistakes and become better and better at solving problems.
Introducing Artificial Intelligence, Machine Learning, and Deep Learning
Artificial Intelligence (AI): A branch of computer science dealing with the simulation of intelligent behavior in computers. Machine Learning: A type of artificial intelligence that provides computers with the ability to learn without being explicitly programmed. Deep Learning: A subset of machine learning where artificial neural networks, algorithms inspired by the human brain, learn from large amounts of data.
Concepts:
The field of artificial intelligence has been around since 1956, when it was first proposed by computer scientist John McCarthy. In machine learning, researchers have developed algorithms that can learn and improve automatically without explicit programming. Deep learning is a subset of machine learning, focused on the use of multi-layered artificial neural networks to process data.
Did you know?
Work together in pairs: What are three examples of real-life applications of artificial intelligence, machine learning, and deep learning?
How do you think artificial intelligence, machine learning, and deep learning will impact our daily lives in the future?
Work together in pairs: What are some of the potential risks and benefits of using Artificial Intelligence, Machine Learning, and Deep Learning technologies?
Brain break: Draw a bunny eating a slice of pizza while riding a bicycle.
What is the main goal of Artificial Intelligence?
- To take over the world
- To replace human jobs with automation
- To create intelligent machines that can think and work like humans
Which of the following statements best describes Machine Learning?
- A subset of AI that allows machines to learn from data without being explicitly programmed
- A type of computer program designed for playing chess
- An algorithm that can only be used for image recognition
Which of the following is NOT a type of learning in Artificial Intelligence?
- Natural learning
- Supervised learning
- Unsupervised learning
What is Deep Learning?
- An algorithm used for basic tasks such as sorting or searching
- A subset of machine learning that uses deep neural networks to analyze and process data
- A type of AI that simulates human-like intelligence in machines
In which industry has artificial intelligence made significant advancements in recent years?
- Fashion
- Healthcare
- Construction