karpathy/nn-zero-to-hero
nn-zero-to-hero
Neural Networks: Zero to Hero
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karpathy
karpathy • individual
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Created
Sep 8, 2022
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README Summary
A course on neural networks that starts all the way at the basics. The course is a series of YouTube videos where we code and train neural networks together. The Jupyter notebooks we build in the videos are then captured here inside the [lectures](lectures/) directory. Every lecture also has a set of exercises included in the video description. (This may grow into something more respectable).
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Backpropagation ImplementationComputational Graph ConstructionDeep Learning MathematicsEducational AI Content DevelopmentGradient Descent OptimizationMathematical ProgrammingNeural Network Fundamentals
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Backpropagation ImplementationComputational Graph ConstructionDeep Learning MathematicsEducational AI Content DevelopmentGradient Descent OptimizationMathematical ProgrammingNeural Network FundamentalsCourseData ScienceDeep LearningEmbeddingsEvalsForkedJupyterLarge Language ModelsMachine LearningOpenAIPyTorchPythonStatisticsTransformers
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RAG & RetrievalPrimaryEvals & BenchmarkingLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingOther AI / ML
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Jupyter Notebook100.0%
Timeline
- Project created
- Sep 8, 2022
- Forked
- Nov 4, 2025
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Aug 18, 2024
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