Applied Deep Learning

Patlar Akbulut F.

  • Dersin Düzeyi: Lisans
  • Tasarlanan Ders Kodu: CSE0471
  • Öğretim Türü: Örgün Öğretim (Normal Öğretim)
  • Dersin Kapsamı: Teorik ve Uygulama
  • Akademik Yıl: 2022 - 2023
  • Ders İçeriği:

    This course will give you practical experience with:

    ·         with both feedforward and recurrent neural networks,

    ·         Convolutional neural networks,

    ·         Recurrent neural networks,

    ·         Attention and Memory,

    ·         Autoencoders and Autoregressive Models,

    ·         Generative Adversarial Networks,

    ·         Variational Autoencoders

    ·         regularization, dropout, and normalization to improve generalization.

    ·         Gradient descent and backpropagation of loss functions