Deep learning

Programme course, 7,5 credits

  • Period : 2023-March-27 until 2023-June-04
  • Location: Karlskrona
  • Main field of study: Computer Science
  • Education level: A1N
  • Welcome to BTH! Information for admitted students regarding student account, registration and the course Canvas site.
  • Language of instruction: The language of instruction is English.
  • Course code: DV2586
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This course is part of a programme and cannot be applied.

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Deep learning, 7,5 credits

The course gives a detailed introduction to deep learning. During the last years, deep neural networks have drastically improved the performance in a number of areas, including speech recognition, computer vision and machine translation. We focus on the principles behind deep neural networks and how these networks are trained, and we also look at techniques that are central in different applications (e.g., convolutional neural networks, recurrent neural networks and deep belief networks). The main goal is to give the students a good understanding of why and when deep learning is useful, and how it can be applied in practical applications.

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