Question $37$

$1pts$

In Classifying by Task, What is optimization and how can Al use it to solve problems?

involves finding the most probable solution to a problem, such as the customer churn, stock prices, or weather patterns. Al can use various methods, such as statistics, machine learning, neural networks, or deep learning, to achieve optimization.

involves finding the most accurate solution to a problem, such as the spam emails, medical diagnoses, or customer sentiment$.$ Al can use various methods, such as rules, logic, decision trees, or expert systems, to achieve optimization.

involves finding the best solution to a problem, such as the most efficient route for a delivery truck or the most effective treatment plan for a patient. Al can use various methods, such as mathematical models, algorithms, heuristics, or simulation, to achieve optimization.

involves finding the most creative solution to a problem, such as the novel writing, art generation, or music composition. Al can use various methods, such as natural language proc ing, computer vision, generative adversarial networks, or reinforcement learning, to achieve optimization.