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Corporate Academy
Corporate Academy

Deep learning for computer vision and natural language processing

Get an understanding of computer vision and NLP with neural networks and some hands-on experience running feed forward neural network models, with examples and short programming assignments, i.e. fill in the blanks code. Answers are provided as well.

Goal

Get an understanding of computer vision and NLP with neural networks and some hands-on experience running feed forward neural network models, with examples and short programming assignments, i.e. fill in the blanks code. Answers are provided as well.

Content
  • convolutional neural networks
  • residual connections
  • u-net, (Mask) R-CNN
  • natural language processing
  • word2vec
  • recurrent neural networks
  • attention networks, gpt
Prerequisits

Python programming and knowledge developing and training simple feed forward neural networks as discussed during “A gentle introduction to Deep Learning”. You’re also welcome to join us if you have coding experience in other languages, in which case you can co-op with a peer or go through the programming answers rather than do them as exercises. You will work in the cloud and don't need software installed other than Google Chrome - or other browsers at your own risk (make sure to have a backup chrome installed before the course). So bring your own laptop or use one of the onsite computers.

Enrollment and course fee
Email datascience rug.nl to enroll

You can enroll/unenroll until Thursday the 25th of April. The participants will be mailed the course material at the day of the course.

For more info, you can mail Herbert Kruitbosch (h.t.kruitbosch@rug.nl).

Prices for individuals:

  • Free BSc/MSc student at UG, other Dutch University or Hanze Hogeschool
  • Free PHD-student at UG or other Dutch University
  • Free Employee UG or other Dutch university/UMCG/Hanze Hogeschool
  • €50 UG Alumni
  • €100   Other participants
Date, time and location

Date

Friday 26 April 2024

Time

10:00 - 16:00

Location

Zernike Mercator building 5415.0042

More information

Teacher

Herbert Kruitbosch

Language

English

You’ll receive a certificate of attendance.

Email datascience rug.nl enroll
Last modified:14 March 2024 3.19 p.m.