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