AI and Machine Learning Exam

What type of learning involves an AI agent learning through trial and error by interacting with an environment, receiving rewards for good actions and penalties for bad actions, and improving its decision-making over time?

What term refers to a network of physical devices connected to the internet that can collect, share, and act on data?

A company wants to develop a system where devices in a smart home, such as thermostats, lights, and security cameras, can communicate with each other to improve efficiency. They plan to use a network where all devices can gather and share data. Which of the following terms best describes this system?

What term refers to the simulation of human intelligence in machines that are designed to solve problems and mimic human behavior?

What refers to the process of organizing, analyzing, and interpreting data to identify patterns?

Who is known for inventing the first mechanical calculating machine in 1642?

Which layer of the Internet of Things is responsible for distributing the learning content?

What term refers to online platforms such as AWS, Google Cloud, and Microsoft Azure that offer on-demand computing power for AI applications?

Which layer of the Internet of Things (IoT) is characterized by the use of digital devices that collect information and request data from networks?

You are tasked with building a recommendation engine for an online shopping platform. The system learns from user preferences and past purchases, continuously improving its suggestions as more data becomes available. Which concept describes how the system improves over time by processing data without being explicitly programmed for each task?