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    150 repositories

    • dlab-workshops

      Public
      Overview of D-Lab workshops and the order in which to take them.
      HTML
      •1•2•0•0•Updated Aug 29, 2026Aug 29, 2026

    • 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 ana…
      Jupyter Notebook
      •
      Other
      •31•78•0•0•Updated Aug 24, 2026Aug 24, 2026

    • Agentic-AI-Research-Workflows

      Public
      D-Lab's two-hour workshop on using agentic AI for research workflows. Learn how to use a coding agent (Codex) to fetch data, explore it, build a predictive mode…
      HTML
      •0•0•0•0•Updated Aug 17, 2026Aug 17, 2026

    • Excel-Logic-Formulas-Workflows

      Public
      This workshop focuses on using Excel formulas and functions to build clear, scalable analytical workflows. Participants will learn how Excel evaluates calculati…
      0•0•0•0•Updated Aug 11, 2026Aug 11, 2026

    • Excel-Fundamentals

      Public
      This workshop introduces core Excel skills for working with data, including navigating workbooks, entering and formatting data, using shortcuts, and identifying…
      0•0•0•0•Updated Aug 11, 2026Aug 11, 2026

    • Excel-Visualization

      Public
      This workshop teaches participants how to create clear, effective, and accessible visualizations in Excel by starting with an analytical question, preparing cha…
      0•0•0•0•Updated Aug 11, 2026Aug 11, 2026

    • DIGHUM101-2026

      Public
      Python Programming for Digital Humanities, UC Berkeley Summer 2026, taught by Matthew Kollmer
      Jupyter Notebook
      •1•2•0•0•Updated Jun 24, 2026Jun 24, 2026

    • prompt-engineering

      Public
      D-Lab's 1-hour introduction to prompt engineering with ChatGPT. Learn what prompt engineering is, best practices for prompting, and techniques to resolve errors…
      1•4•2•0•Updated Jun 2, 2026Jun 2, 2026

    • R-Push-Ins

      Public
      D-Lab's 4.5 hour "push-in" introduction to R, providing a brief survey of foundational R concepts and operations.
      R
      •1•1•2•1•Updated Jun 2, 2026Jun 2, 2026

    • R-Machine-Learning

      Public
      D-Lab's 4-hour introduction to machine learning in R. Learn the fundamentals of machine learning, regression, and classification, using tidymodels in R.
      HTML
      •2•4•0•0•Updated Jun 2, 2026Jun 2, 2026

    • R-Geospatial-Fundamentals

      Public
      D-Lab's 4-hour introduction to working with geospatial data in R. Learn how to import, visualize, and analyze geospatial data in R.
      R
      •6•9•3•0•Updated Jun 2, 2026Jun 2, 2026

    • 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 flo…
      R
      •17•49•7•0•Updated Jun 2, 2026Jun 2, 2026

    • R-Deep-Learning

      Public
      Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization
      nlpdeep-learningtensorflow
      nlpdeep-learningtensorflowkerasbiomedicalcloudml
      R
      •38•124•0•0•Updated Jun 2, 2026Jun 2, 2026

    • R-Causal-Inference

      Public
      D-Lab's 2-hour introduction to causal inference. Learn about core concepts in causal inference, including the potential outcomes framework and essential statist…
      R
      •0•0•0•0•Updated Jun 2, 2026Jun 2, 2026

    • R-Data-Visualization

      Public
      D-Lab's 2-hour introduction to data visualization with R. Learn how to create histograms, bar charts, box plots, scatter plots, and more using ggplot2.
      R
      •4•6•2•1•Updated Jun 2, 2026Jun 2, 2026

    • Python-SQL-Intermediate

      Public
      D-Lab's 2-hour intermediate SQL workshop in Python. Learn using different types of JOINs, primary and foreign keys, subqueries, and more.
      Jupyter Notebook
      •1•1•0•0•Updated Jun 2, 2026Jun 2, 2026

    • Python-SQL-Fundamentals

      Public
      D-Lab's 2-hour introductory SQL workshop in Python. Navigate the structure of a relational database and become familiar with relational database concepts.
      Jupyter Notebook
      •2•3•0•0•Updated Jun 2, 2026Jun 2, 2026

    • Python-NLP-Fundamentals

      Public
      D-Lab's introduction to NLP in Python. Learn how to preprocess text data, apply bag-of-words methods, engage with word embeddings, and more, using Python.
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •62•10•1•5•Updated Jun 2, 2026Jun 2, 2026

    • Python-GPT-Fundamentals

      Public
      D-Lab's 2-hour introduction to Generative Pretrained Transformers (GPT) for beginners. Learn about text encoding, word embeddings, and the transformer architect…
      Jupyter Notebook
      •11•8•2•0•Updated Jun 2, 2026Jun 2, 2026

    • Python-Geospatial-Fundamentals

      Public
      About D-Lab's 4-hour introduction to working with geospatial data in Python. Learn how to import, visualize, and analyze geospatial data in Python.
      Jupyter Notebook
      •5•5•1•0•Updated Jun 2, 2026Jun 2, 2026

    • Python-Data-Wrangling

      Public
      D-Lab's 2-hour workshop diving deep into Pandas. Learn how to manipulate, index, merge, group, and plot data frames using Pandas functions.
      Jupyter Notebook
      •
      Other
      •23•25•2•0•Updated Jun 2, 2026Jun 2, 2026

    • 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, …
      Jupyter Notebook
      •9•10•7•2•Updated Jun 2, 2026Jun 2, 2026

    • Python-APIs-for-Large-Language-Models

      Public
      D-Lab's 2-hour introduction to using APIs to access Large Language Models. Learn API setup & authentication, API call formatting, creating structured outputs, a…
      Jupyter Notebook
      •6•8•2•1•Updated Jun 2, 2026Jun 2, 2026

    • DSSJ-2025

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 2, 2026Jun 2, 2026

    • Data-Science-Social-Justice

      Public
      Materials for D-Lab / UC Berkeley Graduate Division's Data Science for Social Justice summer workshop. These materials provide an introduction to Python, natura…
      Jupyter Notebook
      •7•14•13•0•Updated Jun 2, 2026Jun 2, 2026

    • DIGHUM162

      Public
      UC Berkeley, Summer 2026
      Jupyter Notebook
      •0•0•0•0•Updated May 10, 2026May 10, 2026

    • AI_Pulse

      Public
      TeX
      •1•7•0•0•Updated May 6, 2026May 6, 2026

    • LLMs-Exploratory-Research

      Public
      D-Lab's 2-hour introduction to using LLMs for exploratory research.
      2•9•0•0•Updated Apr 14, 2026Apr 14, 2026

    • Command-Line-Fundamentals

      Public
      D-Lab's 1-hour introduction to the command line. This workshop provides a basic introduction to interacting with your computer via terminal. It focuses on Bash …
      1•6•7•1•Updated Mar 13, 2026Mar 13, 2026

    • AI-Assisted-Coding-In-Python

      Public
      D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot and Python..
      Jupyter Notebook
      •6•6•0•0•Updated Mar 12, 2026Mar 12, 2026
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