dlab-berkeley / Data-Science-Social-Justice-2022
Materials for D-Lab / UC Berkeley Graduate Division's Data Science + Social Justice summer workshop. These materials provide an introduction to Python, natural language processing, text analysis, word embeddings, and network analysis. They also include discussions on critical approaches to data science to promote social justice.
☆10Updated 2 years ago
Alternatives and similar repositories for Data-Science-Social-Justice-2022:
Users that are interested in Data-Science-Social-Justice-2022 are comparing it to the libraries listed below
- D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations,…☆140Updated last year
- D-Lab's 3 hour introduction to data visualization with R. Learn how to create histograms, bar plots, box plots, scatter plots, compound f…☆28Updated last year
- ☆12Updated last year
- This is the repository for D-Lab's Geospatial Fundamentals in R with sf workshop.☆53Updated last year
- D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word em…☆22Updated 2 years ago
- Materials for D-Lab / UC Berkeley Graduate Division's Data Science for Social Justice summer workshop. These materials provide an introdu…☆12Updated 6 months ago
- Workshop on fetching and mapping census data with tidycensus☆14Updated 2 years ago
- D-Lab's 6 hour introduction to data wrangling with R. Learn how to manipulate dataframes using the tidyverse in R.☆37Updated last year
- D-Lab's 3 hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compo…☆56Updated 2 years ago
- D-Lab's 3 hour introduction to Qualtrics Fundamentals. Learn how to design and manage your own surveys in Qualtrics.☆14Updated last year
- Materials and information relating to the New Forms of Data training series☆32Updated 4 years ago
- D-Lab's 12 hour introduction to Python. Learn how to create variables and functions, use control flow structures, use libraries, import d…☆168Updated 2 years ago
- D-Lab's 4 part, 8 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualiz…☆36Updated this week
- This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collabora…☆226Updated this week
- Materials associated with the Coding Demonstrations training series☆38Updated last year
- D-Lab's 6 hour introduction to working with geospatial data in Python. Learn how to import, visualize, and analyze geospatial data using …☆57Updated 2 years ago
- Geographic Data Science for Public Policy☆19Updated 2 years ago
- Text as Data 2019☆57Updated 5 years ago
- D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.☆133Updated 9 months ago
- D-Lab's 9 hour introduction to performing data analysis with Stata. Learn how to program, conduct data analysis, create visualization, an…☆89Updated last year
- Python companion guides for Quantitative Social Science: An Introduction.☆13Updated 9 months ago
- Repo for Georgetown McCourt's School of Public Policy's Data Science I (PPOL 564)☆9Updated 2 years ago
- D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model sele…☆81Updated 3 months ago
- D-Lab R-intensive teaching materials☆22Updated 7 years ago
- Materials associated with the Web-scraping for Social Science Research training series☆25Updated last year
- Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis…☆124Updated 9 months ago
- Sample code for conducting power calculations using in-built commands and simulations☆90Updated last year
- Machine Learning for Social Science☆83Updated 2 years ago
- The joy and power of functional programming in R☆28Updated 2 years ago
- Advanced-data-wrangling-in-R, Workshop☆15Updated 3 years ago