The first collaborative discussion in the Machine Learning module focused on Industry 4.0, Industry 5.0, digital infrastructure and data-driven operational resilience. Here, I reflect on my initial post, two peer responses and the final summary.
Google Colab notebook: Open in Google Colab · Raw Notebook: Download .ipynb
The Airbnb NYC 2019 dataset is useful for exploring listing-level patterns, but it has one important limitation: it does not contain direct demand measures. There are no actual booking counts, occupancy rates, revenue figures, or guest ratings that can be used as a clean target variable.