Hello! This repository includes the content, assignment and code files for the Introduction to Programming for Data Science course that I am undertaking for AY22/23 Semester 2 at Singapore Polytechnic. This course is part of the Certificate in Fundamentals of Data Science under the Specialist Diploma in Data Science (Data Analytics).

The course outline can be found here.

The slides for the course content are here.

Please feel free to follow me on my journey as I learn Python for Data Science and provide any tips or feedback on any of my code. Thank you!

Lab 1 (Introduction to Python) is complete!

Lab 2 (Numpy) is complete!

Lab 3 (Matplotlib) is complete!

Lab 4 (Pandas) is only complete for the submission portions.

Continuous Assessment 1 (CA1) on HDB data using basic Python, Numpy and Matplotlib is completed!:

• The Jupyter notebook is here
• The report slides are here

Continuous Assessment 2 (CA2) on the ICT industry using Pandas, Seaborn and SQLalchemy is completed!:

• The Jupyter notebook is here
• The report slides are here

As of 16 Feb 2023, I am done with this course and so I will not be making any further updates to this repository. I hope the information here will be useful for anyone out there. Have fun!