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Andrej Karpathy's 2016 CS231n lectures on CNNs are now available

Andrej Karpathy has released several lectures from his 2016 Stanford CS231n course on Convolutional Neural Networks for Visual Recognition. The available lectures cover topics such as backpropagation, neural networks, and an introduction to ConvNets. These materials provide foundational knowledge in computer vision and deep learning. AI

Summary written by gemini-2.5-flash-lite from 5 sources. How we write summaries →

RANK_REASON Release of academic course lectures from a notable researcher.

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Andrej Karpathy's 2016 CS231n lectures on CNNs are now available

COVERAGE [5]

  1. Andrej Karpathy TIER_1 · Andrej Karpathy ·

    CS231n Winter 2016: Lecture 11: ConvNets in practice

    Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition. Lecture 11. Get in touch on Twitter @cs231n, or on Reddit /r/cs231n. Our course website is http://cs231n.stanford.edu/

  2. Andrej Karpathy TIER_1 · Andrej Karpathy ·

    CS231n Winter 2016: Lecture 6: Neural Networks Part 3 / Intro to ConvNets

    Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition. Lecture 6. Get in touch on Twitter @cs231n, or on Reddit /r/cs231n.

  3. Andrej Karpathy TIER_1 · Andrej Karpathy ·

    CS231n Winter 2016: Lecture 5: Neural Networks Part 2

    Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition. Lecture 5. Get in touch on Twitter @cs231n, or on Reddit /r/cs231n.

  4. Andrej Karpathy TIER_1 · Andrej Karpathy ·

    CS231n Winter 2016: Lecture 4: Backpropagation, Neural Networks 1

    Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition. Lecture 4. Get in touch on Twitter @cs231n, or on Reddit /r/cs231n.

  5. Andrej Karpathy TIER_1 · Andrej Karpathy ·

    CS231n Winter 2016: Lecture 3: Linear Classification 2, Optimization

    Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition. Lecture 3. Get in touch on Twitter @cs231n, or on Reddit /r/cs231n.