dlab-berkeley Goto Github PK

advanced-data-wrangling-in-r-legacy

Advanced-data-wrangling-in-R, Workshop

ann-fundamentals

arcgis-online-fundamentals

awesome-dlab

😎 Awesome lists about all kinds of topics and tools interesting to D-Labbers

bash-git

D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.

basics-of-excel

berkeleyx-support

Public repo to support BerkeleyX instructors and researchers

chunking_congress

Example for using Congressional data in a Computational Text Analysis workflow from CTAWG

cloud-computing-working-group

computational-social-science-training-program

This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collaboration, machine learning, natural language processing, and causal inference. This course has a strong applied focus with emphasis placed on doing computational social science.

computational-text-analysis-2015

3-day intensive created in 2015 for CTAWG by Nick Adams: https://github.com/dlabctawg/

computational-text-analysis-2016

Text Analysis Fundamentals: Methods and Approaches (In Three 2hr Session) for CTAWG in 2016 by Ben Gebre-Medhin

computational-text-analysis-2017

An introduction to Computational Text Analysis in four 2hr sessions designed to help beginners build intuition, and to interact with workflows for natural language processing, supervised, and unsupervised approaches. Created for CTAWG in 2017 by Ben Gebre-Medhin

d-lab-workshop-template

This repository serves as a template for all D-Lab workshops stored on GitHub. Use this template if you're creating a new D-Lab workshop.

data-science-social-justice

Materials for D-Lab / UC Berkeley Graduate Division's Data Science for 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.

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.

data-security-fundamentals

Data Security Fundamentals

design-your-research

devp229-spring2021

dh-text-analysis

D-Lab's introduction to text analysis for Digital Humanities.

dighum101-2020

dighum101-2021

dighum101-2022

Practicing the Digital Humanities, UC Berkeley Summer Session 2022

dighum101-2023

Practicing the Digital Humanities, UC Berkeley Summer Session 2023

dighum101-2024

Python Programming for Digital Humanities, UC Berkeley Summer Session 2024

dlab-berkeley.github.io

Tech overview site showcasing D-Lab's online offerings

dlab-methods

dlab-modules

Listing for D-Lab courses

dlab-workshops

Overview of D-Lab workshops and the order in which to take them.

efficient-reproducible-project-management-in-r

Efficient and Reproducible Project Management in R