The Ultimate Machine Learning Resources for Beginners and Intermediate Enthusiasts
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Learn important machine learning concepts hands-on by writing PyTorch code.
Home - Made With ML
Learn how to responsibly design, develop, deploy and iterate on production ML applications.
Tensorflow — Neural Network Playground
Tinker with a real neural network right here in your browser.
Understanding binary cross-entropy / log loss: a visual explanation
Have you ever thought about what exactly does it mean to use this loss function?
Precision/Recall Tradeoff
Precision/Recall Tradeoff
Making Deep Learning go Brrrr From First Principles
CNN Explainer
An interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs).
How to Train State-Of-The-Art Models Using TorchVision’s Latest Primitives
LLMs
My colabs from PyTorch for Deep learning & Machine Learning Youtube video
Linear regression
Google Colaboratory
Classification
Google Colaboratory
Computer vision
Google Colaboratory
Custom DataSets and DataLoaders (pyTorch)
Google Colaboratory