Teaching & Learning
Talks, courses, and textbooks.
Learn the Quarto features used: RevealJSCode annotationBooks
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Feature engineering talk by
presentationrevealjsrThemesRevealJS with polished theming and code chunks.
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textrecipes talk by
presentationrevealjsrinteractiveRevealJS with theming and animated elements.
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Organise your learning resources
Data viz course by
coursewebsiterInline slidesLecture page with inline slides.
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R for Data Science (2e) by
bookrCanonical multi-format teaching book.
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Quarto: The Practical Guide by
bookConcept-first Quarto guide complementing the reference docs.
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DES RAP Book by
bookrpythonMultilingualPer-page R/Python toggle; discrete-event simulation for health.
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RevealJS demo by
presentationrevealjshtmlBeautiful interactive slide decks with Reveal.js.
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Beamer
presentationbeamerpdfA LaTeX Beamer title slide and deck.
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PowerPoint
presentationpowerpointA native PowerPoint deck from Quarto.
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Streamlining with R by
presentationrevealjsrA conference talk deck with a custom title design.
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An educator's perspective of the tidyverse by
presentationrevealjsrA talk on teaching with the tidyverse.
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An anthology of experimental designs by
presentationrevealjsrA statistics talk on experimental designs.
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The untold story of palmerpenguins by
presentationrevealjsrImage-led storytelling slides.
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Outrageously efficient EDA by
presentationrevealjsrEfficient exploratory analysis with Arrow and dplyr.
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Practical Deep Learning by
coursewebsitepythonA full deep-learning course website.
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Julia Workshop for Data Science by
coursewebsitejuliaA data-science workshop website.
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LTM Data Workflows with Arrow by
coursewebsiterA workshop site on large-data workflows with Arrow.
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STA 210 - Regression Analysis by
coursewebsiterA course schedule and materials site.
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Data Science in a Box by
coursewebsiterA complete, reusable course infrastructure.
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Publish a course with notebooks
Python for Data Science by
coursewebsitepythonA French data-science course website with notebooks.
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Hertie Coding Club by
coursewebsiteA platform to learn coding skills.
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2021 Cloud Hackathon by
coursewebsiteEventAn event site with agency logos and materials.
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Making shareable docs with Quarto by
coursewebsiteTutorialA tutorial site on building shareable docs.
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Modern Polars by
bookpythonA Polars-versus-Pandas book with side-by-side code.
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Hands on Programming with R by
bookrAn introductory R programming book.
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Visualization Curriculum
bookjupyterNotebooksAn interactive data-visualisation curriculum.
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Python for Data Analysis, 3E by
bookpythonThe third edition of Python for Data Analysis.
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mlr3book by
bookrA book on the mlr3 machine-learning ecosystem.
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Geocomputation with Python by
bookpythonA geographic-data-science book in Python.
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Cookbook Polars for R by
bookrA recipe-style Polars-for-R cookbook.
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Introduction to NFL Analytics with R by
bookrAn applied sports-analytics book.
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learning statistics with jamovi by
bookAn open statistics textbook using jamovi.
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Analyse et conception de logiciels by
bookMultilingualA French software-design course book.
