Lecture: Deep Learning

Organizational issues

Dates: Overview

Normal lecture times:
Mondays, 08:00-09:30 in S0.11

Note! Postponement of lecture and exercise:
Monday, 16.12.19, 08:00-09:30, S0.11 --> Friday, 22.11.19, 15:45-17:15, S0.12ab
Monday, 16.12.19, 11:45-13:15, T315 --> Friday, 29.11.19, 15:45-17:15, S0.12ab


Slides

All slides till 14.10.2019


Code examples shown in lecture

Building, training and testing a Perceptron


Exercises

Exercise 01 - History of Python, Python basics, NumPy basics
Exercise 02 - OOP in Python, Applications of Neural Networks/Deep Learning, Random search for good weights
Exercise 03 - Modules and packages in Python, GUIs for creating neural networks and training, Matplotlib