What is Machine Learning Concept
Machine Learning (ML) is a subfield of Artificial Intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to learn from data and improve their performance on a specific task without being explicitly programmed. In other words, ML involves teaching computers how to learn patterns and relationships in data, and then use that learning to make predictions or decisions.
There are different types of Machine Learning Classes in Pune algorithms, including supervised learning, unsupervised learning, and reinforcement learning. In supervised learning, the algorithm is trained on labeled data, where each data point is associated with a target output. The goal is to learn a mapping function that can predict the target output for new, unseen inputs. In unsupervised learning, the algorithm is trained on unlabeled data, and the goal is to discover patterns and structures in the data without any prior knowledge of what those patterns might be. In reinforcement learning, the algorithm learns through trial and error, by interacting with an environment and receiving rewards or penalties for its actions.
Machine learning is being used in a wide range of applications, including natural language processing, computer vision, robotics, recommender systems, and more.
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