Overview

Teaching: 10 min
Exercises: 0 min

Questions

Objectives

Excerise 1

There were exercises throughout the sections that we covered today. If you didn’t get chance to do them then please go back and have ago at them now. If completed, go on to exercise 2.

Excercise 2

Download File

Please use the download link to be able to access the penguin dataset which will be used for this exercise.

Task 1:

Using the penguin dataset create a KNN and SVM model using the features: bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g and species as the labels. see if you can get your model to generate some predictions. how do they preform?

Task 2:

Now it time to create yourself a deep learning neural network to generate some predictions. again how does it perform? Have ago at altering the number of layers and see if you get a performance increase.

Task 3:

Have a think of what you believe are the ethical implications of machine learning. what could be the biggest benefit’s and what are the dangers.

Key Points