AI and ML are subsets of computer science focused on creating systems capable of performing tasks that normally require human intelligence. These include tasks such as visual perception, speech recognition, decision-making, and language translation. Machine learning, a branch of AI, involves the development of algorithms that allow computers to learn from and make decisions based on data.