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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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12 Best Free Deep Learning eBooks

Analytics Vidhya

Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read.

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Deep Learning Approaches in Medical Image Segmentation

KDnuggets

Medical imaging has been revolutionized by the adoption of deep learning techniques. The use of this branch of machine learning has ushered in a new era of precision and efficiency in medical image segmentation, a central analytical process in modern healthcare diagnostics and treatment planning.

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The Only Interview Prep Course You Need for Deep Learning

KDnuggets

Dive into the 50 most popular deep-learning questions to get you ready for your interview.

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10 GitHub Repositories for Deep Learning Enthusiasts

KDnuggets

1 [dev] and edited with Canva Pro The 10 GitHub Repository Education Series has been a hit among readers, so here is another list to help you master the basics of deep learning. This collection will guide you through understanding popular deep learning frameworks and various model architectures. Image generated with FLUX.1

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PyTorch vs TensorFlow: Which is Better for Deep Learning?

Analytics Vidhya

PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning? Although there are several frameworks, PyTorch and TensorFlow emerge as the most famous and commonly used ones. appeared first on Analytics Vidhya.

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Flame Guardian: Developing a Deep Learning-Based Fire Detection System

Analytics Vidhya

Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.