Machine Learning
When Physics Meets Finance: Using AI to Solve Black-Scholes
DISCLAIMER: This is not financial advice. I’m a PhD in Aerospace Engineering with a strong focus...
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A Field Guide to Rapidly Improving AI Products – O’Reilly
Most AI teams focus on the wrong things. Here’s a common scene from my consulting work:...
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What Is Retrieval-Augmented Generation aka RAG
Editor’s note: This article, originally published on Nov. 15, 2023, has been updated. To understand the...
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Step-by-Step Diffusion: An Elementary Tutorial
We present an accessible first course on the mathematics of diffusion models and flow matching for...
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Leveraging a digital twin with machine learning to revitalize bridges
As you drive across a bridge you might think of the impact it’s having on your...
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Machine Learning in Corporate Networks’ Spreadsheets – The Official Blog of BigML.com
In BigML we’re well aware of the needs of complex Corporations to spread Machine Learning throughout...
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Open LLMs are Necessary For Current Private Adaptations and Outperform Their Closed Alternatives [Paper Reflection]
Closed Large Language Models (LLMs), which are proprietary and accessible only via APIs, have dominated the...
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Training LLMs to self-detoxify their language | MIT News
As we mature from childhood, our vocabulary — as well as the ways we use it...
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How AI can decipher dolphin communication
Sharing DolphinGemma with the research communityRecognizing the value of collaboration in scientific discovery, we’re planning to...
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Machine Predictive Maintenance with MLOps
Machines don’t break down out of nowhere—there are always signs. The problem? Humans aren’t always great...
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