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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the characterization of Leptazolines A-D, polar oxazolines from the cyanobacterium Leptolyngbya sp., revealing a flaw in the 'Willoughby-Hoye' scripts for calculating NMR chemical shifts. It also delves into data retrieval methods, including historical, economic, and financial data, as well as real-time data APIs. The lecture further explores web scraping, parsing web pages, downloading CSV files, and automated interaction with websites using Selenium. Additionally, it discusses reverse engineering techniques and the challenges of intraday data, market phases, and price determination. The lecture concludes with a practical example plot and the process of fixing datetime issues in financial data analysis.