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Book Review: Math for Deep Learning

insideBIGDATA

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. One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. Kneusel from No Starch Press.

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5 Free Books on Machine Learning Algorithms You Must Read

Machine Learning Mastery

If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and the various techniques to enhance model performance.

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The Book to Start You on Machine Learning

KDnuggets

This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.

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Machine Learning 101: Decision Tree Algorithm for Classification

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Learn about the decision tree algorithm in machine learning, The post Machine Learning 101: Decision Tree Algorithm for Classification appeared first on Analytics Vidhya.

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Cool Site Shows Exactly Which Books Zuckerberg's Minions Illegally Downloaded to Train Meta's AI

Flipboard

The large language models (LLMs) that underpin products like OpenAI's ChatGPT, for instance, need to devour enormous datasets of written words to fine tune an algorithm to follow the rules of language. They're so hungry for raw data, in fact, that original material for these algorithms to gobble up is becoming hard to come by.

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Complete Guide to Expectation-Maximization Algorithm

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

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Introduction To Naive Bayes Algorithm

Analytics Vidhya

ArticleVideo Book Objective Naive Bayes is a fast, easy to understand, and highly scalable algorithm. The post Introduction To Naive Bayes Algorithm appeared first on Analytics Vidhya. Understand the working of Naive Bayes, its types, and.

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