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helios2021-22
  • Academic Year 2021-22
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Deep Learning

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

Διαφάνειες

    • 05. Optimization05. Optimization
      • Optimization for Machine Learning - UCLx DeepMind DL2020.pdfOptimization for Machine Learning - UCLx DeepMind DL2020.pdf
      • Optimization_lecture.pdfOptimization_lecture.pdf
    • 06. CNN06. CNN
      • 06.1. CNN lecture.pptx06.1. CNN lecture.pptx
      • 06.2. Vision Beyond Classification.pdf06.2. Vision Beyond Classification.pdf
    • 08. RNN08. RNN
      • L8 - DeepMind.pdfL8 - DeepMind.pdf
      • rnn lecture.pdfrnn lecture.pdf
    • 10. Autoencoders Representation Learning10. Autoencoders Representation Learning
      • Autoencoders - Representation Learning.pdfAutoencoders - Representation Learning.pdf
      • Autoencoders.ipynbAutoencoders.ipynb
    • 11. Generative Adversarial Networks11. Generative Adversarial Networks
      • GAN_MNIST.ipynbGAN_MNIST.ipynb
      • Generative Adversarial Networks.pdfGenerative Adversarial Networks.pdf
    • 01. CNN_resnet_DL intro.pdf01. CNN_resnet_DL intro.pdf
    • 02. Linear Algebra DL.pdf02. Linear Algebra DL.pdf
    • 03. DFFN.pdf03. DFFN.pdf
    • 04. Regularization.pdf04. Regularization.pdf
    • 07. ARIS.pdf07. ARIS.pdf
    • 09. Transformers_Transfer Learning.pdf09. Transformers_Transfer Learning.pdf
    • 12. GraphML-GNNs.pdf12. GraphML-GNNs.pdf
    • 13. Deep Reinforcement Learning.pdf13. Deep Reinforcement Learning.pdf
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