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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 330
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CPU vs GPU: Why GPUs are More Suited for Deep Learning?

Analytics Vidhya

So […] The post CPU vs GPU: Why GPUs are More Suited for Deep Learning? With the advancement in technology, the processing systems have also advanced much, so knowing the right technology at the right time is necessary for efficient usage. appeared first on Analytics Vidhya.

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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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Keras 3.0 deep learning API backs TensorFlow, PyTorch, Jax

Flipboard

a “full rewrite” of the Keras deep learning API, has arrived, providing a new multi back-end implementation of the API. Keras 3.0, Unveiled November …

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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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Deep learning pioneer Geoffrey Hinton quits Google

Flipboard

Hinton will be speaking at EmTech Digital on Wednesday Geoffrey Hinton, a VP and Engineering Fellow at Google, and a pioneer of deep learning who …

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A Swift Introduction to Deep Learning with PyTorch and TensorFlow

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. Deep learning is impressive but no magic. like a language model) or classifying images with just a few lines of code.