Coding and Machine Learning workshops

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.

Week 1

• Basics of programming in python
• What is NumPy?
• What is Pandas?

Week 2

• What is machine learning?
• Linear, logistic regression
• Training, testing, evaluating machine learning models

Week 3

• 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