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What is Machine Learning?
Machine learning aims to produce machines that can learn from their experiences and make predictions based on those experiences and other data they have analyzed. The Machine Learning Center at Georgia Tech (ML@GT) is an Interdisciplinary Research Center that is both a home for thought leaders and practitioners and a training ground for the next generation of pioneers.
The field of machine learning crosses a wide variety of disciplines that use data to find patterns in the ways both living systems, such as the human body and artificial systems, such as robots, are constructed and perform. Whether it’s being applied to analyze and learn from medical data, or to model financial markets, or to create autonomous vehicles, machine learning builds and learns from both algorithm and theory to understand the world around us and create the tools we need and want.
Recent News
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New Tool Teaches Responsible AI Practices When Using Large Language Models
Thanks to a Georgia Tech researcher's new tool, application developers can now see potential harmful attributes in their prototypes.
Farsight is a tool designed for developers who use large language models (LLMs) to create applications powered by artificial intelligence (AI). Farsight alerts prototypers when they write LLM prompts that could be harmful and misused.
Downstream users can expect to benefit from better quality and safer products made with Farsight’s assistance. The tool’s lasting impact, though, is that it fosters responsible AI awareness by coaching developers on the proper use of LLMs.
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Galactic Jedi: Fusing Star Wars Passion with Problem-Solving in Machine Learning Advancements
Shancong Mou, a graduate student in the H.Milton Stewart School of Industrial and Systems Engineering (ISyE), channels his passion for Star Wars into machine learning to pioneer AI for quality and productivity improvement in advanced manufacturing systems.
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Neurotech Moonshot: Georgia Tech Researcher Shares Impact of BRAIN Initiative in Congressional Briefing
Georgia Tech Professor Chris Rozell recently traveled to Washington, D.C. to present his groundbreaking research on treatment-resistant depression to Congress. There, Rozell shared insights on the impact of 10 years of the NIH BRAIN Initiative — and share with local representatives how Georgia Tech is playing a key role in leading the charge.
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Ivan Allen College to Offer AI Applications Minor in Conjunction with Engineering
Starting this summer, students at Ivan Allen College of Liberal Arts will be able to earn a new minor in applications of artificial intelligence and machine learning designed to help them demonstrate their knowledge to prospective employers.
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