Slides


Introduction to Data Science video


Regression video

COVID-19 trend analysis spreadsheet

Regression dataset on life expectancy


Classification video

Files for heart disease prediction

Files for human activity recognition

Files for text classification

Files for image classification


COVID-19 project video

Files for Covid-19 project


Assignment

You have been exposed to many examples of data science in action. Please apply your knowledge of data science to present a solution to a real life problem. Please document your work and show on your assignment web page through screenshots, how you went about approaching this problem. Please share the motivation for working on this problem, the source of the data used, the preprocessing script used, the machine learning models used, the results achieved, the insights gained and the future work to improve upon this work.

Deadline

Assignment due on 1st July 2020.