D-Lab

Repositories

• R-Fundamentals

  12-hour intro to data science in R, no prior knowledge assumed

  data-science automation r data-visualization data-wrangling
  R 30 79 5 0 Updated Feb 10, 2021

• Computational-Social-Science-Training-Program
  Jupyter Notebook 4 20 5 1 Updated Feb 9, 2021

• DIGHUM101-2020
  Jupyter Notebook 5 20 0 0 Updated Feb 9, 2021

• Geospatial-Fundamentals-in-R-with-sf

  This is the repository for D-Lab's Geospatial Fundamentals in R with sf workshop.

  r mapping geospatial spatial geographical-information-system
  Jupyter Notebook 6 25 0 1 Updated Feb 8, 2021

• python-berkeley

  python resources of berkeley curated at a place
  Jupyter Notebook 44 38 1 1 Updated Feb 5, 2021

• Geospatial-Fundamentals-in-QGIS
  1 4 0 0 Updated Feb 2, 2021

• DEVP229-Spring2021
  HTML 1 1 0 0 Updated Jan 28, 2021

• quick-consulting-examples

  Collection of quick pandas, python, and other coding examples based on real consulting requests.
  Jupyter Notebook 0 1 0 0 Updated Jan 26, 2021

• Geospatial-Fundamentals-in-Python

  Introduction to Working with Geospatial Data in Python with Geopandas

  python geospatial-data geopandas
  Jupyter Notebook MIT 3 7 3 0 Updated Jan 11, 2021

• intro-maxqda
  0 1 0 0 Updated Jan 8, 2021

• awesome-dlab

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

  lists awesome resources awesome-list social-sciences ucberkeley
  1 10 0 0 Updated Jan 8, 2021

• stata-fundamentals

  For use in Stata workshops and intensives
  Stata 25 46 3 0 Updated Jan 7, 2021

• Fast-R

  A scalable distillation of D-Lab's R-FUN!damentals series to help you get onboarded to R fast!

  r datascience
  HTML 0 5 3 0 Updated Jan 6, 2021

• python-data-from-web

  API and web scraping workshops

  python api selenium web-scraping-workshops
  Jupyter Notebook 16 29 1 0 Updated Jan 3, 2021

• python-fundamentals

  Introductory Python Series for UC Berkeley's D-Lab

  python
  Jupyter Notebook 69 100 13 0 Updated Dec 15, 2020

• BashGit

  D-Lab's 3 hour introduction to basic Bash commands and Git/GitHub.

  github git bash unix-shell
  Shell MIT 20 89 12 0 Updated Dec 11, 2020

• data-security-fundamentals

  Data Security Fundamentals
  0 3 19 (4 issues need help) 0 Updated Nov 21, 2020

• R-functional-programming

  The joy and power of functional programming in R

  automation r purrr functional-programing
  HTML 4 15 1 0 Updated Nov 13, 2020

• fairML

  Bias and Fairness in ML workshop
  Jupyter Notebook CC0-1.0 2 1 6 0 Updated Nov 8, 2020

• sql-for-r-users

  SQL for R Users, Workshop

  shell r sql postgresql tidyverse
  HTML 2 12 2 0 Updated Oct 28, 2020

• Machine-Learning-with-tidymodels

  This is a remix of the Machine-Learning-in-R workshop. This version of the workshop focuses on the tidymodels framework and its applications.
  HTML 3 7 1 0 Updated Oct 26, 2020

• advanced-data-wrangling-in-R

  Advanced-data-wrangling-in-R, Workshop

  r dplyr tidyverse data-wrangling
  HTML 3 13 3 0 Updated Oct 23, 2020

• introduction-to-pandas

  Materials for the D-Lab's pandas workshop
  Jupyter Notebook 32 30 4 0 Updated Oct 14, 2020

• Deep-Learning-in-R

  Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

  nlp deep-learning tensorflow keras biomedical cloudml
  R 27 87 3 1 Updated Oct 7, 2020

• Machine-Learning-in-R

  Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

  machine-learning tutorial random-forest cluster superlearner lasso xgboost
  CSS 54 141 5 1 Updated Sep 26, 2020

• computational-text-analysis-spring-2019

  Computational text analysis for Spring 2019 by Caroline Le Pennec-Caldichoury
  HTML CC-BY-4.0 11 16 15 0 Updated Sep 25, 2020

• parallel-processing-in-R

  parallel-processing-in-R
  0 0 0 0 Updated Sep 4, 2020

• R-wrang

  Introduction to dplyr and tidyr packages for tidy data
  HTML 6 9 1 1 Updated Sep 4, 2020

• R-package-development

  R package development workshop

  package r reproducible-research open-source-project
  HTML 0 1 0 0 Updated Aug 31, 2020

• git-for-project-management

  Using Git and GitHub for Project Management
  0 1 0 0 Updated Aug 27, 2020