Machine Learning

Machine Learning is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to perform specific tasks without explicit programming. Instead of being programmed with predefined rules, machine learning systems learn from data, identifying patterns and making predictions or decisions based on that data.The core concept involves training a model using a dataset, which it analyzes to learn the relationships and structures within the data. Once trained, the model can be applied to new, unseen data to generate insights or perform tasks such as classification, regression, clustering, and reinforcement learning.Machine learning is widely used in various applications, including natural language processing, computer vision, recommendation systems, and autonomous vehicles, among others. Its effectiveness relies heavily on the quality and quantity of the input data, as well as the choice of algorithms and model architecture.