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@dlab-berkeley

D-Lab

The social science data lab at UC Berkeley

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  1. Python-Fundamentals Python-Fundamentals Public

    D-Lab's 6-part, 12-hour introduction to Python. Learn how to create variables, use methods and functions, work with if-statements and for-loops, and do data analysis with Pandas, using Python and J…

    Jupyter Notebook 29 20

  2. R-Fundamentals R-Fundamentals Public

    D-Lab's 4 part, 8 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RS…

    R 29 8

  3. Bash-Git Bash-Git Public

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

    133 84

  4. Qualtrics-Fundamentals Qualtrics-Fundamentals Public

    D-Lab's 3 hour introduction to Qualtrics Fundamentals. Learn how to design and manage your own surveys in Qualtrics.

    13 4

  5. Stata-Fundamentals Stata-Fundamentals Public

    D-Lab's 9 hour introduction to performing data analysis with Stata. Learn how to program, conduct data analysis, create visualization, and conduct statistical analyses in Stata.

    Stata 83 42

  6. Excel-Fundamentals Excel-Fundamentals Public

    D-Lab's six-hour introduction to the basics of Microsoft Excel (with support materials for Google Sheets). Learn Excel functions for handling text, math, dates, logic, and calculations; learn to cr…

    9 8

Repositories

Showing 10 of 110 repositories
  • Copilot-Fundamentals Public

    D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot

    dlab-berkeley/Copilot-Fundamentals’s past year of commit activity
    0 1 0 0 Updated Sep 19, 2024
  • Computational-Social-Science-Training-Program Public

    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.

    dlab-berkeley/Computational-Social-Science-Training-Program’s past year of commit activity
    Jupyter Notebook 209 91 5 0 Updated Sep 17, 2024
  • R-Haas-Workshop Public

    D-Lab's 1.5 hour foray into R basics for the Haas MBA 200 course.

    dlab-berkeley/R-Haas-Workshop’s past year of commit activity
    Jupyter Notebook 0 2 0 0 Updated Sep 13, 2024
  • Python-Data-Visualization Public

    D-Lab's 4-hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compound figures, and more, using matplotlib and seaborn.

    dlab-berkeley/Python-Data-Visualization’s past year of commit activity
    Jupyter Notebook 3 3 7 1 Updated Aug 29, 2024
  • R-Geospatial-Fundamentals Public

    D-Lab's 6-hour introduction to working with geospatial data in R. Learn how to import, visualize, and analyze geospatial data in R.

    dlab-berkeley/R-Geospatial-Fundamentals’s past year of commit activity
    3 2 2 0 Updated Aug 29, 2024
  • Python-Fundamentals Public

    D-Lab's 6-part, 12-hour introduction to Python. Learn how to create variables, use methods and functions, work with if-statements and for-loops, and do data analysis with Pandas, using Python and Jupyter.

    dlab-berkeley/Python-Fundamentals’s past year of commit activity
    Jupyter Notebook 29 20 1 1 Updated Aug 29, 2024
  • python-text-analysis Public

    D-Lab's introduction to text analysis with Python. Learn how to preprocess text data, apply bag-of-words methods, engage with word embeddings, and more, using Python.

    dlab-berkeley/python-text-analysis’s past year of commit activity
    Jupyter Notebook 2 CC-BY-4.0 1 0 0 Updated Aug 29, 2024
  • Python-Data-Wrangling Public

    D-Lab's 3-hour workshop diving deep into Pandas. Learn how to manipulate, index, merge, group, and plot data frames using Pandas functions.

    dlab-berkeley/Python-Data-Wrangling’s past year of commit activity
    Jupyter Notebook 9 12 2 0 Updated Aug 29, 2024
  • dlab-workshops Public

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

    dlab-berkeley/dlab-workshops’s past year of commit activity
    HTML 0 1 0 0 Updated Aug 13, 2024
  • Instructor-Training Public

    D-Lab's 2-part, 3.5 hour introduction to workshop instruction.

    dlab-berkeley/Instructor-Training’s past year of commit activity
    Jupyter Notebook 0 0 2 0 Updated Jul 25, 2024
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