Cambridge Digital Humanities course timetable

The aim of this course is to support students, researchers, and professionals interested in exploring the changing nature of the English vocabulary in historical texts at scale, and to reflect critically on the limitations of these computational analyses. We will focus on computational methods for representing word meaning and word meaning change from large-scale historical text corpora. The corpus used will consist of Darwin’s letters from the (Darwin Project https://www.darwinproject.ac.uk/) at Cambridge University Library. All code will be in online Python notebooks.

If you are interested in attending this course, please fill in the application form

Methods Fellow Workshop: Audible knowledge: soundscapes, podcasts and digital audio scholarship

Dr Peter McMurray (CDH Methods Fellow)

With the rise of web-based scholarship and affordable digital audio equipment, artists and researchers are increasingly turning to audio formats as way to share their work with a larger audience and to cultivate new forms of knowledge rooted in listening. This workshop will offer an introduction to digital audio recording and editing (using Reaper, a digital audio workstation which can be downloaded/used for free on an extended trial basis). We will focus particularly on the editing choices for soundscape composition and podcasting, and participants will have the opportunity to produce a short audio piece over the course of the workshop.

Methods Fellow Workshop: Audible knowledge: soundscapes, podcasts and digital audio scholarship

Dr Peter McMurray (CDH Methods Fellow)

With the rise of web-based scholarship and affordable digital audio equipment, artists and researchers are increasingly turning to audio formats as way to share their work with a larger audience and to cultivate new forms of knowledge rooted in listening. This workshop will offer an introduction to digital audio recording and editing (using Reaper, a digital audio workstation which can be downloaded/used for free on an extended trial basis). We will focus particularly on the editing choices for soundscape composition and podcasting, and participants will have the opportunity to produce a short audio piece over the course of the workshop.

Methods Fellow Workshop: Audible knowledge: soundscapes, podcasts and digital audio scholarship

Dr Peter McMurray (CDH Methods Fellow)

With the rise of web-based scholarship and affordable digital audio equipment, artists and researchers are increasingly turning to audio formats as way to share their work with a larger audience and to cultivate new forms of knowledge rooted in listening. This workshop will offer an introduction to digital audio recording and editing (using Reaper, a digital audio workstation which can be downloaded/used for free on an extended trial basis). We will focus particularly on the editing choices for soundscape composition and podcasting, and participants will have the opportunity to produce a short audio piece over the course of the workshop.

The aim of this course is to support students, researchers, and professionals interested in exploring the changing nature of the English vocabulary in historical texts at scale, and to reflect critically on the limitations of these computational analyses. We will focus on computational methods for representing word meaning and word meaning change from large-scale historical text corpora. The corpus used will consist of Darwin’s letters from the (Darwin Project https://www.darwinproject.ac.uk/) at Cambridge University Library. All code will be in online Python notebooks.

If you are interested in attending this course, please fill in the application form

Dr Anne Alexander, Cambridge Digital Humanities

Places are limited and participants must complete this form in order to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10am, 11 October 2021; However, participants are encouraged to apply early as demand is likely to be high.

This online workshop will provide an accessible, non-technical introduction to Machine Learning systems, aimed primarily at graduate students and researchers in the humanities, arts and social sciences. It is designed as a preparatory session for potential applicants to our Interaction with Machine Learning Guided Project which will run in Lent Term 2022 in collaboration with the Department of Computer Science and Technology. However, it can also be booked as a standalone session.

This CDH Basics session provides a basic introduction to good practice around understanding file formats, version control and the principles of data curation for individual researchers. We will examine the importance of metadata (‘data about data’), exploring the crucial role played by classification systems and standards in shaping how scholars interact with historical and cultural records. Rather than accepting data as a ‘given’, we will discuss the creation and curation of data as interpretative practices and analyse their relationship to other traditions of scholarship in the humanities and social sciences.

Dr Anne Alexander, Cambridge Digital Humanities

Places are limited and participants must complete this form in order to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10am, 11 October 2021; However, participants are encouraged to apply early as demand is likely to be high.

This online workshop will provide an accessible, non-technical introduction to Machine Learning systems, aimed primarily at graduate students and researchers in the humanities, arts and social sciences. It is designed as a preparatory session for potential applicants to our Interaction with Machine Learning Guided Project which will run in Lent Term 2022 in collaboration with the Department of Computer Science and Technology. However, it can also be booked as a standalone session.

Places are limited, and participants must complete this form to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10 am, Wednesday 20 October; however, participants are encouraged to apply early as demand is likely to be high, and we will not be able to guarantee that your ArcGis Online account will be activated for the first session.

This CDH Guided Project series will offer an overview of GIS techniques applied to digitising historical material, from basic manual digitisation to using platforms for crowd-sourced digitisation. It will introduce GIS best practices and terminology and enable participants to design and launch their own projects. Each session will offer a 20-minute presentation, followed by 10 minutes of Q&A and one hour of practice, using ArcGis Online and a range of other GIS solutions. The teaching will be delivered by a team composed of a geospatial analyst, an architect and a historian, giving participants from all fields a broad range of views and expertise to draw on.

Participation in this guided project will also contribute to an ongoing research project led by Dr Alexis Litvine and Dr Isabelle Séguy (anrcommunes.fr), which is (among other things) reconstructing historical transport networks for France. During the sessions, participants will help digitise nineteenth-century French roads using military maps. The work will ultimately be part of a journey planner (aka a "Google Maps") of the past for France.

Applications are invited from early career researchers and others at the University of Cambridge to join this project for four online sessions during the Guided Project phase in Oct-November. The project concludes with a live “mapathon” session on International GIS day, i.e. November 17. On this day, participants will all meet (in person preferably but online will be possible) for a friendly but competitive digitisation challenge against participants in a similar guided project held in France — pizza and refreshments will be provided.

Participants will need to commit to joining the live sessions and to set aside at least 3-4 hours of individual digitisation work. Participation in the final “mapathon” (online or in-person) is also expected, but no prior GIS knowledge is required.

In this CDH Basics session, participants will explore how searching and finding technologies structure scholarship, through an introduction to search engines both for web search and custom search functions within collections. We will discuss how errors introduced by digitisation technologies create blindspots for digital search in historical collections, interacting with social and legal processes to structure bias and discrimination into search processes. The session will provide a brief introduction to the importance of machine-learning driven systems for digital search and suggest strategies for researchers to critically engage with, rather than passively accept, search engine results.

Places are limited, and participants must complete this form to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10 am, Wednesday 20 October; however, participants are encouraged to apply early as demand is likely to be high, and we will not be able to guarantee that your ArcGis Online account will be activated for the first session.

This CDH Guided Project series will offer an overview of GIS techniques applied to digitising historical material, from basic manual digitisation to using platforms for crowd-sourced digitisation. It will introduce GIS best practices and terminology and enable participants to design and launch their own projects. Each session will offer a 20-minute presentation, followed by 10 minutes of Q&A and one hour of practice, using ArcGis Online and a range of other GIS solutions. The teaching will be delivered by a team composed of a geospatial analyst, an architect and a historian, giving participants from all fields a broad range of views and expertise to draw on.

Participation in this guided project will also contribute to an ongoing research project led by Dr Alexis Litvine and Dr Isabelle Séguy (anrcommunes.fr), which is (among other things) reconstructing historical transport networks for France. During the sessions, participants will help digitise nineteenth-century French roads using military maps. The work will ultimately be part of a journey planner (aka a "Google Maps") of the past for France.

Applications are invited from early career researchers and others at the University of Cambridge to join this project for four online sessions during the Guided Project phase in Oct-November. The project concludes with a live “mapathon” session on International GIS day, i.e. November 17. On this day, participants will all meet (in person preferably but online will be possible) for a friendly but competitive digitisation challenge against participants in a similar guided project held in France — pizza and refreshments will be provided.

Participants will need to commit to joining the live sessions and to set aside at least 3-4 hours of individual digitisation work. Participation in the final “mapathon” (online or in-person) is also expected, but no prior GIS knowledge is required.

Places are limited, and participants must complete this form to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10 am, Wednesday 20 October; however, participants are encouraged to apply early as demand is likely to be high, and we will not be able to guarantee that your ArcGis Online account will be activated for the first session.

This CDH Guided Project series will offer an overview of GIS techniques applied to digitising historical material, from basic manual digitisation to using platforms for crowd-sourced digitisation. It will introduce GIS best practices and terminology and enable participants to design and launch their own projects. Each session will offer a 20-minute presentation, followed by 10 minutes of Q&A and one hour of practice, using ArcGis Online and a range of other GIS solutions. The teaching will be delivered by a team composed of a geospatial analyst, an architect and a historian, giving participants from all fields a broad range of views and expertise to draw on.

Participation in this guided project will also contribute to an ongoing research project led by Dr Alexis Litvine and Dr Isabelle Séguy (anrcommunes.fr), which is (among other things) reconstructing historical transport networks for France. During the sessions, participants will help digitise nineteenth-century French roads using military maps. The work will ultimately be part of a journey planner (aka a "Google Maps") of the past for France.

Applications are invited from early career researchers and others at the University of Cambridge to join this project for four online sessions during the Guided Project phase in Oct-November. The project concludes with a live “mapathon” session on International GIS day, i.e. November 17. On this day, participants will all meet (in person preferably but online will be possible) for a friendly but competitive digitisation challenge against participants in a similar guided project held in France — pizza and refreshments will be provided.

Participants will need to commit to joining the live sessions and to set aside at least 3-4 hours of individual digitisation work. Participation in the final “mapathon” (online or in-person) is also expected, but no prior GIS knowledge is required.

We are pleased to welcome Dr Ann Borda as a guest lecturer for this CDH Methods Workshop. Ann is the Participatory Health Lead in the Co-design Living Lab for Digital Health in the Centre for Digital Transformation of Health at the University of Melbourne. She is a Fellow of the Australasian Institute of Digital Health, Honorary Senior Research Associate at University College London, and sits on the policy committee of the Climate and Health Alliance. Ann formerly held collaborative positions in JISC and at the Science Museum London. Her research spans living lab and citizen science methods, and emerging participatory practices in digital health and culture.

There is an increasing presence in research incorporating participatory approaches to the production of knowledge. Participatory research is a range of methods framed within ideological perspectives. Its fundamental principles are that the subjects of the research become involved as partners in the process of the enquiry, and enacted through a set of social values. Participation can be classified by various degrees of involvement. Participatory activities can be expressed through various methods and approaches, such as co-design, citizen science, crowdsourcing, living labs, participatory action research and community-based participatory research, among others.

Places are limited, and participants must complete this form to participate in addition to booking online. We will write and confirm your participation by email. Bookings will remain open until 10 am, Wednesday 20 October; however, participants are encouraged to apply early as demand is likely to be high, and we will not be able to guarantee that your ArcGis Online account will be activated for the first session.

This CDH Guided Project series will offer an overview of GIS techniques applied to digitising historical material, from basic manual digitisation to using platforms for crowd-sourced digitisation. It will introduce GIS best practices and terminology and enable participants to design and launch their own projects. Each session will offer a 20-minute presentation, followed by 10 minutes of Q&A and one hour of practice, using ArcGis Online and a range of other GIS solutions. The teaching will be delivered by a team composed of a geospatial analyst, an architect and a historian, giving participants from all fields a broad range of views and expertise to draw on.

Participation in this guided project will also contribute to an ongoing research project led by Dr Alexis Litvine and Dr Isabelle Séguy (anrcommunes.fr), which is (among other things) reconstructing historical transport networks for France. During the sessions, participants will help digitise nineteenth-century French roads using military maps. The work will ultimately be part of a journey planner (aka a "Google Maps") of the past for France.

Applications are invited from early career researchers and others at the University of Cambridge to join this project for four online sessions during the Guided Project phase in Oct-November. The project concludes with a live “mapathon” session on International GIS day, i.e. November 17. On this day, participants will all meet (in person preferably but online will be possible) for a friendly but competitive digitisation challenge against participants in a similar guided project held in France — pizza and refreshments will be provided.

Participants will need to commit to joining the live sessions and to set aside at least 3-4 hours of individual digitisation work. Participation in the final “mapathon” (online or in-person) is also expected, but no prior GIS knowledge is required.

We are pleased to welcome Dr Ann Borda as a guest lecturer for this CDH Methods Workshop. Ann is the Participatory Health Lead in the Co-design Living Lab for Digital Health in the Centre for Digital Transformation of Health at the University of Melbourne. She is a Fellow of the Australasian Institute of Digital Health, Honorary Senior Research Associate at University College London, and sits on the policy committee of the Climate and Health Alliance. Ann formerly held collaborative positions in JISC and at the Science Museum London. Her research spans living lab and citizen science methods, and emerging participatory practices in digital health and culture.

There is an increasing presence in research incorporating participatory approaches to the production of knowledge. Participatory research is a range of methods framed within ideological perspectives. Its fundamental principles are that the subjects of the research become involved as partners in the process of the enquiry, and enacted through a set of social values. Participation can be classified by various degrees of involvement. Participatory activities can be expressed through various methods and approaches, such as co-design, citizen science, crowdsourcing, living labs, participatory action research and community-based participatory research, among others.

In this CDH Basics session, we will discuss how to assess the impact of relevant legal frameworks, including data protection, intellectual property and media law, on your digital research project and consider what approach researchers should take to the terms of service of third-party digital platforms. We will explore the challenge of informed consent in a highly networked world and look at a range of strategies for dealing with this problem. 

This CDH Basics session investigates three different methods for accessing digital data ‘in bulk’: using an API (Application Programme Interface), web scraping and direct access (via download or on a hard drive). We will explore the importance of good practice in documenting the provenance of data that others have created and discuss the practical steps in research data management essential to ensuring that you are able to make legal and ethical use of this type of data in your research. No knowledge of programming languages is required, however, there will be a demonstration of a Python web scraper during the session and references to more in-depth tutorials on web scraping will be provided.

Data which other people have created is often either unstructured or structured in the wrong way for the questions that you want to answer. Rather than reinventing the wheel and collecting it all over again, this CDH Basics session introduces participants to OpenRefine, a free ‘power tool’ for dealing with messy data. In order to work with OpenRefine you will need administrator privileges to install software on your laptop. 

Itamar Shatz - Methods Fellow CDH

This course will introduce participants to key concepts in statistical analyses, including statistical significance, effect sizes, and linear models. The goal is to give participants the basic tools that they need in order to understand the use of statistical methods by others and to use these methods effectively in their own research. We will focus on an intuitive and practical understanding of statistical analyses, rather than on the mathematical details underlying them. As such, the course will be accessible for those without a quantitative background, although it will help to have knowledge of basic descriptive statistics (e.g., mean and standard deviation).

The course will cover (approximately) the following topics:

• Session 1: statistical significance and statistical tests (including hypothesis testing, p-values, statistical power, t-test, and chi-square test).
• Session 2: effect sizes, correlation, confidence intervals, and outliers.
• Session 3: linear regression (including simple/multiple regression, residuals, beta coefficients, and R-Squared).
• Session 4: linear regression continued (including test statistics, standard errors, centering, interaction, categorical predictors, linear models, and assumption testing).