WEEK 5

• Machine learning is a technique that allows computers to learn from data without being explicitly programmed
• Automation can benefit from machine learning algorithms by saving money, getting things done faster, and performing better
• Industrial IOT devices can analyze data using machine learning algorithms to increase productivity and efficiency
• Artificial intelligence (AI) refers to a computer system's capacity to imitate human cognitive processes like learning and problem-solving
• AI simulates human decision-making by using math and logic to learn from fresh knowledge
• Founding fathers of artificial intelligence include John McCarthy, Marvin Minsky, Herbert Simon, Allen Newell, and Nathaniel Rochester
• Machine learning is a branch of AI that handles particular problems by learning from data and making predictions
• AI handles problems that require human intelligence, whereas ML is a branch of AI that handles particular problems by learning from data and making predictions
• Founding fathers of machine learning include Arthur Samuel, Alan Turing, Claude Shannon, Frank Rosenblatt, and Tom Mitchell
• Machine learning is used in predictive modeling, image and speech recognition, natural language processing, recommender systems, anomaly detection, robotics, healthcare, finance, generative models, and adversarial machine learning