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Python Data Science Handbook: full text in Jupyter Notebooks
The fastai book, published as Jupyter Notebooks
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Natural Language Processing Tutorial for Deep Learning Researchers
YSDA course in Natural Language Processing
Book about interpretable machine learning
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
A Code-First Introduction to NLP course
Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, at Columbia University in Fall 2020, and again at UC Berkeley in Summer 2…
Materials for the workshop Advanced Text Analysis with SpaCy and Scikit-Learn, given at NYU during NYCDH Week 2017, at PyData NYC in Nov. 2017, and at Columbia University in 2018 and 2019.
An Introduction to Text Analysis and Visualization, Art of Data Visualization Week, April 2017, Columbia University
Jupyter notebook versions of Andrew Piper's R code for his book "Enumerations: Data and Literary Study."