MACHINE LEARNING
machine learning Machine Learning (ML) is a subfield of artificial intelligence (AI) that focuses on developing algorithms and models that enable computers to learn from and make predictions or decisions based on data. The key idea behind machine learning is to allow computers to learn patterns and relationships in data without being explicitly programmed for every specific task. Types of Machine Learning : 1. Supervised Learning: In supervised learning, the algorithm learns from a labeled dataset where the input data is associated with the correct output. The goal is to learn a mapping from inputs to outputs, enabling accurate predictions on new, unseen data. Image Classification: Given a dataset of images with labeled categories (e.g., cats, dogs, cars), the algorithm learns to classify new images into the appropriate categories. Email Spam Detection: T...