Pinned Repositories
.github
anthology-of-data-science.github.io
Source code of https://anthology-of-data.science
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ibis-analytics
Ibis analytics, with Ibis (and more!)
interpretable-ml-book
Book about interpretable machine learning
ISLP
ISLP package: data and code for labs
lecture-composable-data-stack
Slides for a 3-hour lecture on modern data engineering
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
udlbook
Understanding Deep Learning - Simon J.D. Prince
visualization-curriculum
A data visualization curriculum of interactive notebooks.
Anthology of Data Science's Repositories
anthology-of-data-science/.github
anthology-of-data-science/anthology-of-data-science.github.io
Source code of https://anthology-of-data.science
anthology-of-data-science/handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
anthology-of-data-science/ibis-analytics
Ibis analytics, with Ibis (and more!)
anthology-of-data-science/interpretable-ml-book
Book about interpretable machine learning
anthology-of-data-science/ISLP
ISLP package: data and code for labs
anthology-of-data-science/lecture-composable-data-stack
Slides for a 3-hour lecture on modern data engineering
anthology-of-data-science/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
anthology-of-data-science/udlbook
Understanding Deep Learning - Simon J.D. Prince
anthology-of-data-science/visualization-curriculum
A data visualization curriculum of interactive notebooks.
anthology-of-data-science/ISLP_labs
Up-to-date version of labs for ISLP
anthology-of-data-science/lecture-gam-ebm
Lecture notes from 1-hour workshop on General Additive Models and Explainable Boosting Machines
anthology-of-data-science/quarto-presentation-arrow-dplyr
A quick lightning talk on using arrow and dplyr together
anthology-of-data-science/quarto-revealjs-clean
A minimalist and elegant presentation theme for Quarto Reveal.js
anthology-of-data-science/template-quarto-reveal
anthology-of-data-science/timeseries-forecasting
Redirect to Forecasting: Principles and Practice (3rd edition)