What is the subset of Al responsible for developing algorithms and statistical models?
Machine Learning
Explanation
Machine Learning (ML) is a subset of Artificial Intelligence (AI) that focuses on developing algorithms and statistical models that enable computers to learn from data and improve their performance without being explicitly programmed.
a) Data Science : – Involves extracting insights from data using various techniques, including AI and ML.
b) Deep Learning : – A subset of Machine Learning that uses deep neural networks.
c) Machine Learning : – Correct. It develops algorithms and statistical models that learn from data.
d) Data Preprocessing : – The process of cleaning and preparing data before training a model.
Machine learning is correct because machine learning is the subset of Al specifically focused on creating algorithms and statistical models that enable systems to learn from data and make predictions or decisions. This aligns with the learning objective of understanding the fundamental components that drive Al technology.
