Sissejuhatus arvutuslikku neuroteadusesse 2021/22 sügis

Practices

Zoom link for Practice sessions: starting on Wednesday 15th September

https://ut-ee.zoom.us/j/95538779692?pwd=cjlQRzgwSUNSUmMvb3dsd0JLejJKQT09

Meeting ID: 955 3877 9692
Passcode: 246604

We will use Python with Jupiter notebooks in the practice sessions. You can find a nice tutorial here:

http://cs231n.github.io/python-numpy-tutorial/

Setup the environment
The home works will use jupyter notebooks and to be able to open and interact with them locally you need to follow these steps:

• First install conda
• Create the environment:
  • Open conda terminal (only for windows users)
  • conda create -n Py3_ICNS python=3 matplotlib jupyter numpy pandas
  • Activate the environment
    • Windows: activate Py3_ICNS
    • Linux: conda activate Py3_ICNS
  • Go to homework directory in terminal
  • Execute jupyter notebook

Github repo:
You can find practical session exercises from last year and new tasks from this year in the following Github repository.

Dates and times

A new practice will be added every week:

• 08.09: No practice session.
• 15.09: 01. Brain structure.
  • Deadline: 21.09.2020- 23:59:59.
• 22.09: No practice session.
• 28.09: 02. Data Analysis. (one time Tuesday instead of Wednesday)
  • Deadline: 05.10.2019 23:59:59.
• 06.10: 03. Data Analysis II: Machine Learning.
  • Deadline: 12.10.2019 23:59:59.
• 13.10: 04. Single Neuron Models.
  • Deadline: 19.10.2019 23:59:59.
• 20.10: 05. Neuron Network Models
  • Deadline: 26.10.2019 23:59:59.
• 27.10: 06. Artificial Neural Networks
  • Deadline: 02.11.2019 23:59:59.
• 03.11: Project Fair.

Final project submission. Deadline 24 January (Tuesday 23:59)