IGNOU MCS 224 2025 2026 - What is learning? Define the following ways of learnin

Question

What is learning? Define the following ways of learning:

26 Dec 2025

Answer :

Word Count : 423

Learning is the process by which a system, whether human or artificial, acquires knowledge or skills through experience, practice, or instruction. It involves improving the ability to make decisions, solve problems, and adapt to new information or environments. In the context of Artificial Intelligence (AI) and Machine Learning (ML), learning refers to the ability of machines to improve their performance on tasks through exposure to data, without explicit programming. Learning enables machines to recognize patterns, make predictions, and optimize processes based on the input they receive. There are several ways in which learning can occur in AI and ML, each with its unique approach: 1. Supervised Learning: In supervised learning, the model is trained on a labeled dataset, where the input data is paired with the correct output. The model learns to map the input to the correct output by minimizing the error between predicted and actual results.

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