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Book Review: Math for Deep Learning

insideBIGDATA

One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you.

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Tools and Frameworks for Deep Learning GPU Benchmarks

Analytics Vidhya

Deep learning GPU benchmarks has revolutionized the way we solve complex problems, from image recognition to natural language processing. CPUs, being widely available and cost-efficient, often serve […] The post Tools and Frameworks for Deep Learning GPU Benchmarks appeared first on Analytics Vidhya.

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Deep Learning Is Not So Mysterious or Different

Hacker News

This principle can be encoded in many model classes, and thus deep learning is not as mysterious or different from other model classes as it might seem.

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5 Free Courses to Master Deep Learning in 2024

Machine Learning Mastery

As companies rush to implement generative AI solutions, there has been an […] The post 5 Free Courses to Master Deep Learning in 2024 appeared first on MachineLearningMastery.com. It helps businesses streamline operations, cut costs, and improve efficiency.

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Guide to Lightning-fast JAX

Analytics Vidhya

Your new best friend in your machine learning, deep learning, and numerical computing journey. Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Think of it as NumPy with superpowers.

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The insideBIGDATA IMPACT 50 List for Q3 2024

insideBIGDATA

We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe.

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DeepDTAGen: a multitask deep learning framework for drug-target affinity prediction and target-aware drugs generation

Flipboard

The authors proposed a multi-task deep learning model, to accurately predict drug-target affinity and generate target-aware drugs. In the proposed model, the authors developed the FetterGrad algorithm to mitigate gradient conflicts between both tasks.