Learn Deep-Learning with Python

How to program a neural network with hidden layers (deep-learning) and the necessary theory behind.

Time and place 

January 8th and 9th 2019, 09:00-16:00, Georg Sverdrups hus, room Linken

Please note: This is a two day workshop, and you sign up for both days.

This workshop is fully booked.

This workshop is fully booked. Sign up for the waiting list

Subjects covered

How to apply convolutional neural networks in image-classification problems on the example of geospatial images.

  • understand neural networks
  • some statistical concepts to analyse data set
  • preprocess, clean data set
  • select training data set and test data set, validate the model
  • how to select features for the neural network
  • understand output

Requirements

Laptop with Anaconda-navigator installed, python3; knowledge of python in Carpentry course level.

Target audience

Master students, PhD students and postdocs.

Instructors

Ana Costa Conrado, Anne Fouilloux and Jean Iaquinta (Department of Geosciences, UiO)

Organizer

Research Bazaar @ UiO

Published Nov. 28, 2018 10:46 AM - Last modified Dec. 11, 2018 2:28 PM