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Distributed Machine Learning: Classification and Regression on a Large Scale
Romeo Kienzler
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Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training
Stanford Online
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Machine Learning on Large-Scale Graphs
Simons Institute for the Theory of Computing
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Machine Learning 1 - Linear Classifiers, SGD | Stanford CS221: AI (Autumn 2019)
Stanford Online
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Classification and Regression Neural Networks in Machine Learning
Computing For All
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Representation, Modeling and Computation: Opportunities and Challenges of Modern Datasets
Microsoft Research
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