Deep Learning Applications

Within the framework of the very good by Jeremy Howard and Rachel Thomas, many fields of deep learning are treated state-of-the-art theoretically and always practically. This was my start. Since then, I have been involved in various areas of deep learning.

Amongst others the area of style transfer: Style Transfer

photo-collage.png(2).png or text generation or DQN reinforcement learning:

photo-collage.png(3).png

or the very good sales forecast of a supermarket branch based on location, date, holidays, current promotions and other parameters...

And much more (image classification, object recognition, automatic image caption generation,...)

Highly exciting and highly recommended! Techstack:

  • Python
  • Pytorch
  • Keras
  • fastai
  • huggingface