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  2. School of Electrical and Computer Engineering
  3. Data Science and Machine Learning
  4. Deep Learning
  5. Διαλέξεις
  6. Διαφάνειες

Διαφάνειες

  • Top-level directory

    • 05. Optimization

      • Optimization for Machine Learning - UCLx DeepMind DL2020.pdf

      • Optimization_lecture.pdf

    • 06. CNN

      • 06.1. CNN lecture.pptx

      • 06.2. Vision Beyond Classification.pdf

    • 08. RNN

      • L8 - DeepMind.pdf

      • rnn lecture.pdf

    • 10. Autoencoders Representation Learning

      • Autoencoders - Representation Learning.pdf

      • Autoencoders.ipynb

    • 11. Generative Adversarial Networks

      • GAN_MNIST.ipynb

      • Generative Adversarial Networks.pdf

    • 01. CNN_resnet_DL intro.pdf

    • 02. Linear Algebra DL.pdf

    • 03. DFFN.pdf

    • 04. Regularization.pdf

    • 07. ARIS.pdf

    • 09. Transformers_Transfer Learning.pdf

    • 12. GraphML-GNNs.pdf

    • 13. Deep Reinforcement Learning.pdf

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