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Build an industry grade data collection pipeline that runs scalably in the cloud. Write Python code to automatically control your browser, extract information from a website, and store it on the cloud in a data warehouses and data lake. The system conforms to industry best practices such as being containerised in Docker and running automated tests.
Build Pinterest's experiment analytics data pipeline which runs thousands of experiments per day and crunches billions of datapoints to provide valuable insights to improve the product.
Take on the role of a Data Analyst at Skyscanner and work on a project requirement to migrate existing data analytics tasks from an Excel-based manual system into interactive Tableau reports.
Model Airbnb’s property listing dataset. Build a framework that systematically train, tune, and evaluate models on several tasks that are tackled by the Airbnb team
Build Facebook Marketplace’s recommendation ranking system. Facebook Marketplace is a platform for buying and selling products on Facebook. This is an implementation of the system behind the marketplace, which uses AI to recommend the most relevant listings based on a personalised search query.