Machine Learning

AI Mathematics

AI Just Solved a 53-Year-Old Problem! | AlphaTensor, Explained

In a year where we’ve seen Artificial intelligence move forward in a significant way, AlphaTensor is the most exciting breakthrough we have accomplished. This video briefly introduces AlphaTensor and what it means for humanity.

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AI AWS

Fully-Managed Notebook Instances with Amazon SageMaker – a Deep Dive

Learn all about the built-in notebook instances with Amazon SageMaker to cover a wide range of use cases.

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AI

Building a AUTO MACHINE LEARNING Web App 15 Minutes

Using Python, Pandas Profiling, PyCaret and Streamlit and close to 15ish minutes.

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AI Natural Language Processing

ROME: Locating and Editing Factual Associations in GPT (Paper Explained & Author Interview)

Large Language Models have the ability to store vast amounts of facts about the world. But little is known, how these models actually do this. This paper aims at discovering the mechanism and location of storage and recall of factual associations in GPT models, and then proposes a mechanism for the targeted editing of such […]

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Quantum Computing

DARQ Highlight of The Week – 4th Week of October 2022

October DARQ Highlights of the Week are covering a series of highlights some of the security challenges concerning Emerging Disrupting Technologies” taking Quantum Technologies as an example ” Today’s Highlight is about the “Potential Quantum Computing Implications on the National Security” Quantum Computing has become one of the nation’s states’ national security challenges, as it […]

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AI Mathematics

This is a game changer! (AlphaTensor by DeepMind explained)

Matrix multiplication is the most used mathematical operation in all of science and engineering. Speeding this up has massive consequences. Thus, over the years, this operation has become more and more optimized. A fascinating discovery was made when it was shown that one actually needs less than N^3 multiplication operations to multiply to NxN matrices. […]

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AI Hardware Research

How to make your CPU as fast as a GPU – Advances in Sparsity w/ Nir Shavit

Sparsity is awesome, but only recently has it become possible to properly handle sparse models at good performance. Neural Magic does exactly this, using a plain CPU. No specialized hardware needed, just clever algorithms for pruning and forward-propagation of neural networks. Nir Shavit and I talk about how this is possible, what it means in […]

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Quantum Computing

Best College Majors for Quantum Computing

Want a job in quantum but not sure where to start? If you’re still in school, the first choice you are going to have to make is your college major. Traditionally, most everyone working in quantum information science had a background in physics, but today that is not the case. In this video, Olivia discusses […]

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