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1 year ago in Machine Learning By Deepthi G

What is Machine Learning and why is it crucial for modern research?

How would you define Machine Learning, and what makes it a transformative, essential tool for discovery and innovation in contemporary research?

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By Deepa S Answered 4 months ago

Machine Learning is a field of computer science where algorithms learn to identify patterns and make data-driven predictions or decisions without being explicitly programmed for each task. Its need in research stems from the ability to analyze massive, complex datasets (genomic, astronomical, social) far beyond human capacity. It automates discovery, generates hypotheses, and provides predictive insights, accelerating progress in fields from drug development and climate science to economics and fundamental physics, making it an indispensable tool for knowledge generation.

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