An Ecommerce company sells clothing online and also in-store. Customers can buy in store, or can order either on a mobile app or website for the clothes they want. Analyzing customer data whether to focus on their mobile app experience or their website using Linear Regression.
Building a predictive model for some ships for Hyundai Heavy Industries . It is one of the world's largest ship manufacturing companies and builds cruise liners.
To calculate the accurate estimates of how many crew members a ship will require. Creating a model and use it to predict how many crew members the ships will need for its next construction.
Here is what the data looks like:
Description: Measurements of ship size, capacity, crew, and age for 158 cruise ships.
Variables/Columns Ship Name 1-20 Cruise Line 21-40 Age (as of 2013) 46-48 Tonnage (1000s of tons) 50-56 passengers (100s) 58-64 Length (100s of feet) 66-72 Cabins (100s) 74-80 Passenger Density 82-88 Crew (100s) 90-96 Creating a regression model that will help predict how many crew members will be needed for future ships. It is also mentioned that that particular cruise lines will differ in acceptable crew counts.