These workshops were presented October 14, 21, and 28 by Engineering World Health (Nitali Arora), Charosa (Kevin Meng-Lin), and Society of Asian Scientists and Engineers (Nathaniel Budijono) at the University of Minnesota.
- Basics of programming in python
- What is NumPy?
- What is Pandas?
- What is machine learning?
- Linear, logistic regression
- Training, testing, evaluating machine learning models
- What is an artificial neural network?
- What is an artificial neuron (perceptron)?
- Applying an ANN to breast cancer data
- Note: the video on slide 4 can be viewed through
Perceptron.mp4