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Tackle computer science problems using both fundamental and modern algorithms in machine learning

KDnuggets

Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

Algorithm 325
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Power to the Data Report: Introduction to Neural Magic

insideBIGDATA

Neural Magic is a startup company that focuses on developing technology that enables deep learning models to run on commodity CPUs rather than specialized hardware like GPUs. The company was founded in 2018 by Alexander Matveev, a former researcher at MIT, and Nir Shavit, a professor of computer science at MIT.

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A Swift Introduction to Deep Learning with PyTorch and TensorFlow

Towards AI

Last Updated on January 10, 2024 by Editorial Team Author(s): Günter Röhrich Originally published on Towards AI. While discussion about deep learning seems to be everywhere now, I also have the strong impression that this whole field of artificial intelligence appears to be a huge black-box topic. Published via Towards AI

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Transforming Deep Learning Education with Yann LeCun and Alfredo Canziani’s Free Online Course

NYU Center for Data Science

Yann LeCun is a renowned deep learning pioneer and one of the most important minds in AI, and over the past few years he has been developing a comprehensive theory of machine learning, centered around “energy-based models,” which he calls “the only way to formalize and understand all model types.”

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Altair Global Survey Reveals Significant Opportunities to Improve Efficiency, Scale, and Success of Enterprise AI and Data Projects

insideBIGDATA

Altair (NASDAQ: ALTR), a global leader in computational science and artificial intelligence (AI), released results from an international survey which revealed high rates of adoption and implementation of organizational data and AI strategies globally.

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Generative AI Models Are Built to Hallucinate: The Question is How to Control Them

insideBIGDATA

In this contributed article, Stefano Soatto, Professor of Computer Science at the University of California, Los Angeles and a Vice President at Amazon Web Services, discusses generative AI models and how they are designed and trained to hallucinate, so hallucinations are a common product of any generative model.

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Computer Vision and Deep Learning for Education

PyImageSearch

Even though Artificial Intelligence (AI) is likely to replace millions of workers, it has great potential to enable them to keep up with changing technologies and remain valuable to the country. This last blog of the series will cover the benefits, applications, challenges, and tradeoffs of using deep learning in the education sector.