This repository consists of my files for the British Airways Data Science Job Simulation on Forage, which was completed in October 2023. This project consists of 2 tasks.
This task involved:
- scraping unstructured data from a website named Skytrax
- performing a sentiment analysis using NLTK
- creating visualisations using seaborn and matplotlib
- summarising our insights and analysis into a PowerPoint presentation
Notes: This task was completed on October 19, 2023, but I failed to save this file on the day. This file, and some other plots, were also recreated.
This task involved:
- exploring and preparing a dataset for modelling
- building a model using scikit-learn to predict customer buying behaviour, given [a file](./task_2/data/customer_booking.csv
- evaluating the model by conducting cross-validation and outputting appropriate evaluation metrics
- summarising our insights and analysis into a PowerPoint presentation