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  • Explanatory Model Analysis

    An open book with the subtitle "Explore, Explain and Examine Predictive Models" based on the DALEX...

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    Oxford Deep Learning course

    A 16 part lecture series on Deep Learning by Oxford professor by Nanda de Freitas Last...

  • Oxford's Advanced Topics in Machine Learning Course

    An advanced course on machine learning, focusing on recent advances in deep learning with neural networks...

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    Neural Networks and Deep Learning Course by deeplearning.ai

    A highly rated neural network and deep learning course by deeplearning.ai - the company founded by...

  • Topological Approaches to Unsupervised Learning

    A presentation on the foundations and applications of topological data analysis by Leland McInnes from the...

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    K-Nearest Neighbors From Scratch

    K-Nearest Neighbors From Scratch The k-Nearest Neighbors (k-NN) algorithm is a popular machine learning algorithm for...

  • AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

    Paper by researchers from Google AI. The goal is to show that with AutoML it is...

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    Gradient Descent From Scratch

    Gradient Descent From Scratch Gradient descent is one of the most fundamental optimization techniques used in...

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    Introduction to machine learning in Node.js - JAXenter

    ▶  An Introduction to Machine Learning in Node — In a roughly hour long talk, Tamar Stern...

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    Deep Learning Illustrated

    The companion website for the highly educational and well-written book by Jon Krohn et al on...

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    Principled Artificial Intelligence - Mapping Consensus in Ethical and Rights-based Approaches to Principles for AI

    An excellent research report by Jessica Fjeld et al from The Berkman Klein Center for Internet...