Introduction to programming (part II)

SESSION 01: API and Webscrapping

Part 1: Introduction to APIs

Part 2: Introduction to Webscraping

Introduction to HTML logic, introduction to BeautifulSoup, Introduction to crawling - slides - exercises - correction

Part 3 (optional)_: Advanced Topics in Webscraping

Introduction to Selenium, to proxies and to asynchronous scraping techniques - slides

SESSION 02: Geographical Information System and Large Datasets

Part 1: Introduction to Geopandas

Part 2: Introduction to SQL and postgresql

Part 3: Introduction to duckdb

SESSION 03: INTRODUCTION TO ORDINARY LEAST SQUARES AND PCA

Part 1: The intuition behind OLS and simple OLS regression

Part 2: PCA

SESSION 04: HIGH FREQUENCY DATA

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