UNIT 1: DATA IN THE ARTS AND HUMANITIES

Week 1 Digital Arts and Humanities

Time/Date Reading/Material Activity
Tues, 23 Jan (3:35PM-6:15PM)
-Mattingly, “How to Get Started in Digital Humanities in 2023, and Why” (requires account), Medium, 17 January 2023
-Berry, What are the Digital Humanities?, British Academy, 13 February 2019
-Rogers, So You want to make a DH Website
Lab on Web Publishing Alternatives: Github Pages, Google Sites, Hypotheses, NYU Web Hosting (WordPress), Notion, Vercel, NYU WP, Humanities Commons, HSS Commons
Thurs, 25 Jan (3:35PM-4:50PM) -Drucker, ch 1, 1-18. -Schneider, “Why Digital Humanities”, Politics East Asia, 4 November 2013.
-Sneha, “Mapping Digital Humanities in India” CIS Bangalore, 2016, 5-14, 52-57.

-discussion and practice with Markdown
-a Markdown cheatsheet

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Week 2 Making and Project-Based Thinking

Time/Date Reading/Material Activity
Tues, 30 January 3:35PM-6:15PM
-Berry/Fagerjord, “On the Way to Computational Thinking,” Digital Humanities: Knowledge and Critique in the Digital Age, 2017, 40-59.
Lab:
-Learning about OCR
-Working on our own blogs / pushing material to them using GitHub Desktop
Thurs, 1 February 3:35PM-4:50PM
-Posner, “How Did They Make That” 2014.
-Chachra, “Why I am Not a Maker” The Atlantic, 23 January 2015. Full text here
-The Making and Knowing Project
-On Phronesis

-discussion
-Introduction to RStudio and Posit.cloud (formerly RStudio.cloud)
-set up of digital literacy narrative with GPT

Digital Literacy Narrative Instructions here Due Date 8 Feb, 10% final grade (in phases over the semester).

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Week 3 Data and Metadata in the Arts and Humanities 1

Time/Date Reading Activity
Tues, 6 February 3:35PM-6:15PM
-Broman/Woo “Data Organization in Spreadsheets”, The American Statistician, 24 April 2018.
-Drucker, ch 2 (19-33) & ch 4 (52-69)
-Local Origins (Loukissas)
-Lab slides in drive
-Notebook: Cultural Heritage By the Numbers (posit.cloud)
Thurs, 8 February 3:35PM-4:50PM Continuation of the Notebooks
-De Bastion/Mukku, Data and the Global South, 2020.
-Singapore Memories Project / Trove / Europeana / Google Arts & Culture
discussion of Geopolitics of Cultural Heritage (Grincheva/Stainforth, in drive)

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ASSIGNMENT 1 here Due Date 22 Feb, 20% final grade.

EXTRA CREDIT OPPORTUNITY: It’s Love Data week! Due Date 19 Feb, 1-2 points on Assignment 1, to be written as a post. Guidelines on writing extra credit posts can be found here.

UNIT 2: TEXTUAL

Week 4 Textual Bodies

Time/Date Reading Activity
Tues, 13 February 3:35PM-6:15PM
-Drucker, ch 7, 110-120.
-Clark et al, “What’s Trending in the Chinese Google Books Corpus” Global Debates in the Digital Humanities, 2022
-Distant Reading: A Conversation with Ama Bemma Adwetewa-Badu

Lab: Text Mining: Easy to Less Easy
-Google NGram Viewer
-Bookworm
-Voyant
-AntConc (download in advance of session)
-RStudio notebook for Project Gutenberg wordcloud
Thurs, 15 February 3:35PM-4:50PM (virtual)
-Hardfork, Generative AI is here : who should control it? (podcast)
-From The Page, Experiments Using ChatGPT with Archival Collections
-GPT for the Arts and Humanities
-Barton, “Experiments Using chatGPT With Archival Collections
“What is your favorite application of GPT in the world of the humanities?” - a Google Space contribution

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Week 5 Text as Data

Time/Date Reading Activity
Tues, 20 February 3:35PM-6:15PM (guest) Generative Text and Sufi aesthetic principles
-“The Art of the Sufis” (Met Museum)
-“Philosophy of Sufi Impact on the Features of Design” (Anees/Mustafa)
virtual exercise with share out to Google space
Thurs, 22 February 3:35PM-6:15PM
-Drucker, ch 6, 86-109.

-Notebook: -AntConc (download in advance of session)
-Deconstructing the Word Cloud
-Voyant Tools and documentation

ASSIGNMENT 2: Exploring Textual Data from a Custom Corpus. Instructions Due 21 March, 20% final grade.

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UNIT 3: SPATIAL

Week 6 Spatial Horizons

Time/Date Reading Activity
Tues, 27 Feb 3:35PM-6:15PM
-Drucker, ch 8, 130-150
Exploring Spatial Projects
-“A Place for Plant Data” (Loukissas)
-“Mapping” (Wilson, in drive)
Thurs, 29 Feb 3:35PM-4:50PM
-Brunn / Lodge Mapping Across Academia (in drive, pick one chapter and find a few key points)

-Mapping UFO dataset from Kaggle
-Kepler

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Digital Literacy Narrative Revision #1 : instructions here, Due Date 6 March 2024, 5% final grade.

Week 7 Map Visualization

Time/Date Reading Activity
Tues, 5 March 3:35PM-6:15PM
-Exploring Spatial Projects
-automatic geocoding and chatGPT
 
Thurs, 7 March 3:35PM-4:50PM (virtual class) -Krupar, “Map Power and Map Methodologies for Social Justice”, Georgetown Agenda Journal of International Affairs 16.2(2015): 91-101.
-Exploring Humanitarian OSM
A Google space contribution. Drop your favorite point from Krupar’s article about how maps can address questions of social justice (in about 100 words)

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No class 8-20 March. Have a great break!

If you can find it, watch the German Netflix mini series, The Billion Dollar Code over the break.

Week 8 More Spatial

Time/Date Reading Activity
Thurs, 21 March 3:35PM-4:50PM more spatial content and midterm course recap discussion

ASSIGNMENT 3: Using chatGPT to “wrangle” data and build a spatial dataset. Instructions Due 12 April, 20% final grade.

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UNIT 4: IMAGE

Week 9 Image Collections

Time/Date Reading Activity
Tues, 26 March
-Vox, “Why I am Obsessed With these Cheap Paintings of Paris
-Drimmer, “How AI is Hijacking Art History
In class exploration:
-WCMA digital project
-Selfie City
-Photogrammar
-MoMA photography
Thurs, 28 March
-Benjamin, “The Work of Art in the Age of Mechnical Reproduction” The Conversation, 1 Nov 2021.
-“The Work of Art in the Age of Artificial Intelligence” -Fuchsgruber, “Dead End or Way Out?: Generating Critical Information about Painting Collections Using AI”

-Your Instagram Palette
-MultiColorEngine for 20 million images
-ColorPicker

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Week 10 Computational Analysis of Images

Time/Date Reading Activity
Tues, 2 April Download Orange Data Mining
-Looking for Patterns in Image Collections with IMJ
Lab:
-“How We Teach Computers to Understand Pictures” (Li)
-Learning about Orange Data Mining
-Clustering Monet and Manet (Orange)
-Clustering of Image Datasets with Orange using different datasets (William Wegman portraits, Arabic magazine covers, manga photos, Ramadan images)
Thurs, 4 April Browse the book: Distant Viewing: Computational Exploration of Digital Images
-discussion of the article & different forms of audio visual DH
-Classification of Image Datasets with Orange (using faces dataset)
-towards build a dataset of your own with 5 “similar” images in 5 folders

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Week 11 EID

EID! This entire week has been declared Eid (8-14 April) by the government on 2 April.

Week 12 More than Images and the “Unproject”

Time/Date Reading Activity
Tues, 16 April Continuing with Images Introduction to Assignment 4
Thurs, 16 April Presentation of the Unproject Storyboarding

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COLLABORATION AND OPEN, SOCIAL SCHOLARSHIP

Week 13 Collaboration in DAAH

WORK ON REMAINING ASSIGNMENTS & UNPROJECT

Time/Date Reading Activity
Tues, 23 April Image classification
-POSTPONED Collaboration in DAAH scholarship
-“Collaborations in the Digital Humanities - Persisting Silences
-Another kind of computer vision: HTR, 5-7pm

-attending a real-live collaborative scholarship event, the NYU Abu Dhabi HTR working group, dinner included!
Thurs, 25 April
-Presentation of Unproject
-Choosing our image corpora
Assignment 4

EXTRA CREDIT OPPORTUNITY: It’s the Gulf History Transcribe-a-thon Due Date POSTPONED, 1-2 points on Assignment 3 or 4, to be written as a post. Guidelines on writing extra credit posts can be found here.

Digital Literacy Narrative Revision #2 : instructions here, Due Date 2 May 2024, 5% final grade.

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Week 14 Lab Work

Work on Remaining Assignments and Unproject

Time/Date Reading Activity
Tues, 30 April lab  
Thurs, 2 May lab  

Week 15 Wrap up and Unprojects

Time/Date Reading Activity
Tues, 7 May none in-class presentations of our “unprojects”
Thurs, 9 May none wrap up

Final portfolio : instructions here, Due Date 10 May, 11:59pm, 20% final grade.

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