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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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Analyzing and Comparing Deep Learning Models

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain.

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Advance Guide on Interview Questions of Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions.

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100 Deep Learning Terms Explained

Analytics Vidhya

Introduction Ever felt overwhelmed by the jargon of deep learning? further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya.

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How to Make an Image Classification Model Using Deep Learning?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the 21st century, the world is rapidly moving towards Artificial Intelligence and Machine Learning. The post How to Make an Image Classification Model Using Deep Learning? Companies are investing vast […].

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

Analytics Vidhya

If your answer is no, then this article is for you! So […] The post CPU vs GPU: Why GPUs are More Suited for Deep Learning? Introduction I am sure you all are familiar with CPU, but have you heard the term GPU? 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.