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_quarto.yml
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project:
type: book
book:
title: "Data Science Across Disciplines"
image: media/IM939_logo.png
author:
- name: "Cagatay Turkay"
affiliation: University of Warwick (CIM)
affiliation-url: http://warwick.ac.uk/cim
orcid: 0000-0001-6788-251X
- name: "Carlos Cámara"
url: http://carloscamara.es/en
affiliation: University of Warwick (CIM)
affiliation-url: http://warwick.ac.uk/cim
orcid: 0000-0002-9378-0549
- name: "James Tripp"
affiliation: University of Warwick (IDG)
orcid: 0000-0003-2471-3411
date: "8/14/2023"
favicon: media/CIM_logo.png
#cover-image: media/IM939_logo.png
twitter-card: true
site-url: https://warwickcim.github.io/IM939_handbook/
repo-url: https://github.com/WarwickCIM/IM939_handbook
repo-actions: [edit, issue]
#downloads: [pdf, epub]
#downloads: [pdf]
sidebar:
collapse-level: 1
logo: media/IM939_logo.png
chapters:
- index.qmd
- part: "About"
chapters:
- content/about/teaching_staff.md
- content/about/im939.md
- content/about/teaching_materials.qmd
- content/about/conventions.qmd
- part: "Introduction and Historical Perspectives"
chapters:
- content/sessions/session-01.md
- content/labs/Lab_1/IM939_Lab_1_1.ipynb
- content/labs/Lab_1/IM939_Lab_1_2.ipynb
- content/labs/Lab_1/IM939_Lab_1_3.ipynb
- part: "Thinking Data: Theoretical and Practical Concerns"
chapters:
- content/sessions/session-02.md
- content/labs/Lab_2/IM939_Lab_2_1.ipynb
- content/labs/Lab_2/IM939_Lab_2_2.ipynb
- content/labs/Lab_2/IM939_Lab_2_3.ipynb
- content/labs/Lab_2/IM939_Lab_2_4.ipynb
- part: "Abstractions & Models"
chapters:
- content/sessions/session-03.md
- content/labs/Lab_3/IM939_Lab_3_1_Data_Processing_and_Summarization.ipynb
- content/labs/Lab_3/IM939_Lab_3_2_Linear_Regression.ipynb
- content/labs/Lab_3/IM939_Lab_3_Exercise_Linear_Regression.ipynb
- part: "Structures & Spaces"
chapters:
- content/sessions/session-04.md
- content/labs/Lab_4/IM939_Session-04_PCA_playground.ipynb
- content/labs/Lab_4/IM939_Lab_4_1_Iris.ipynb
- content/labs/Lab_4/IM939_Lab_4_2_Crime.ipynb
- content/labs/Lab_4/IM939_Lab_4_Exercises.ipynb
- part: "Multi-model thinking and rigour"
chapters:
- content/sessions/session-05.md
- content/labs/Lab_5/week5_recap.qmd
- content/labs/Lab_5/IM939_Lab_5_1.ipynb
- content/labs/Lab_5/IM939_Lab_5_2.ipynb
- content/labs/Lab_5/IM939_Lab_5_3.ipynb
- content/labs/Lab_5/IM939_lab_5_Exercise.ipynb
- part: "Recognising and avoiding traps"
chapters:
- content/sessions/session-06.md
- content/labs/Lab_6/IM939_Lab_6_1-illusions.ipynb
- content/labs/Lab_6/IM939_Lab_6_2-AxisManipulation.ipynb
- content/labs/Lab_6/IM939_Lab_6_3-Choropleths.ipynb
- content/labs/Lab_6/IM939_Lab_6_4-Exercises.ipynb
- content/labs/Lab_6/IM939_Lab_6_5-Simpsons_Paradox.ipynb
- part: "Data Science & Society"
chapters:
- content/sessions/session-07.md
- content/labs/Lab_7/IM939_Lab7-Part1.ipynb
- content/labs/Lab_7/IM939_Lab7-Part2.ipynb
- content/labs/Lab_7/IM939_Lab7-Part3.ipynb
- part: "Data Science Workshop"
chapters:
- content/sessions/session-08.md
- content/sessions/session-08_WorkshopBrief.md
- content/sessions/session-09.md
- content/references.qmd
appendices:
- content/labs/labs_setup.qmd
- README_setup.md
- content/files-and-folders.md
page-footer:
left: "[Centre for Interdisciplinary Methodologies](https://warwick.ac.uk/fac/cross_fac/cim/)"
right:
- icon: github
href: https://github.com/WarwickCIM/
- icon: twitter
href: https://twitter.com/cimethods
- icon: instagram
href: https://www.instagram.com/cimethods/
execute:
enabled: true
freeze: auto
bibliography: references.bib
format:
html:
theme: [cosmo, css/warwick.scss] # More themes here: https://quarto.org/docs/output-formats/html-themes.html
reference-location: margin # Footnotes' position.
# pdf:
# documentclass: scrreprt
# cover-image: media/IM939_logo.png
editor: visual