Python for Humanities and Social Sciences
This repository contains Jupyter notebooks for the series of workshops given by the Center for Interdisciplinary Digital Research (CIDR), a unit of Stanford University Libraries, and its associated partners, on Python related topics specially crafted towards the Humanities and Social Sciences.
This workshop covers basic Python syntax and project set up through the teaching of basic web scraping with BeautifulSoup.
This workshop teaches students natural language processing in Python, with topics such as tokenization, part of speech tagging, and sentiment analysis, using TextBlob.
This workshop introduces the basic workflow of machine learning in Python using scikit-learn. It covers topics from feature engineering or feature learning to model evaluation and selection.