Data Umbrella


Data Umbrella is a global community for people in data science and open source. We organize events and curate resources for the community on data science and inclusive practices. All levels are welcome.

[115] Analyzing Geospatial Forest Data with Geopandas and Rasterio (Laya Zeinali Yadegari)

[115] Analyzing Geospatial Forest Data with Geopandas and Rasterio (Laya Zeinali Yadegari)
[114] Getting Started with PyMC (Chris Fonnesbeck)

[114] Getting Started with PyMC (Chris Fonnesbeck)
[113] Contributing to the NumPy Documentation (Mukulika Pahari)

[113] Contributing to the NumPy Documentation (Mukulika Pahari)
[112] Exploring a Career in Evaluation & Learning (Liz DiLuzio)

[112] Exploring a Career in Evaluation & Learning (Liz DiLuzio)
[111] Git Graph Walk Through (Randal Schwartz)

[111] Git Graph Walk Through (Randal Schwartz)
[110c] FAIR Principles (Findable, Interoperable, Accessible, Reusable)

[110c] FAIR Principles (Findable, Interoperable, Accessible, Reusable)
[110b] Zenodo Tutorial: Upload Research Files (documents, slides, datasets & GitHub repos)

[110b] Zenodo Tutorial: Upload Research Files (documents, slides, datasets & GitHub repos)
[110a] Intro to Zenodo: Advancing Open Science (Esther Plomp)

[110a] Intro to Zenodo: Advancing Open Science (Esther Plomp)
[109] Using JupyterLab Extensions (Roy Hyunjin Han)

[109] Using JupyterLab Extensions (Roy Hyunjin Han)
[108] Intro to Git (Sam Miyamoto)

[108] Intro to Git (Sam Miyamoto)
[107] Polars & Narwhals: Translating from pandas (Marco Gorelli)

[107] Polars & Narwhals: Translating from pandas (Marco Gorelli)
[106] RAGged Edge Box: A Personal AI-Powered Document Search System (Pablo Duboue)

[106] RAGged Edge Box: A Personal AI-Powered Document Search System (Pablo Duboue)
[105] Polars for Data Analysis in Python (Kimberly Fessel)

[105] Polars for Data Analysis in Python (Kimberly Fessel)
[104] Best Practices for Creating a Data Science Team (Clair Sullivan)

[104] Best Practices for Creating a Data Science Team (Clair Sullivan)
[103] Why Knowledge Graphs Are Hot Right Now (Amy E. Hodler)

[103] Why Knowledge Graphs Are Hot Right Now (Amy E. Hodler)
[102] Visualizing Energy Transitions (Exploring Climate Change) (Cutler J Cleveland)

[102] Visualizing Energy Transitions (Exploring Climate Change) (Cutler J Cleveland)
[101] Build Your First Database Web App with Tiki Trackers (open source) (Marc Laporte)

[101] Build Your First Database Web App with Tiki Trackers (open source) (Marc Laporte)
[100] Navigating Ethical Data Science: GDPR, EU AI Act & Responsible Practice (Cecilia Dones)

[100] Navigating Ethical Data Science: GDPR, EU AI Act & Responsible Practice (Cecilia Dones)
[99] Build with Gemini (an LLM model) (Anna Nerezova)

[99] Build with Gemini (an LLM model) (Anna Nerezova)
[97] A Briefer History of Open Source (Juan Luis Cano Rodríguez)

[97] A Briefer History of Open Source (Juan Luis Cano Rodríguez)
[96] Sneak Peek at Penpot 2.0 (the open source design tool) (Pablo Ruiz-Múzquiz)

[96] Sneak Peek at Penpot 2.0 (the open source design tool) (Pablo Ruiz-Múzquiz)
[95] What is Machine Learning Security Anyway? (Joseph Lucas)

[95] What is Machine Learning Security Anyway? (Joseph Lucas)
PyGotham 2023 Keynote: Let's Talk Community (Reshama Shaikh)

PyGotham 2023 Keynote: Let's Talk Community (Reshama Shaikh)
[94] Intro to the Linux Operating System (Nicholas Luwazo Kyanda)

[94] Intro to the Linux Operating System (Nicholas Luwazo Kyanda)
[93] Model Risk Management Best Practices for Data Science (Alejandro Gomez)

[93] Model Risk Management Best Practices for Data Science (Alejandro Gomez)
[92] Intro to Figma for Data and Applications (+ penpot, the open source design tool)

[92] Intro to Figma for Data and Applications (+ penpot, the open source design tool)
[91] Exploring the Open Source Landscape in Australia (Sae Ra Germaine)

[91] Exploring the Open Source Landscape in Australia (Sae Ra Germaine)
[90] Intro to OpenRefine for Data Cleaning and Reconciliation (Martin Magdinier)

[90] Intro to OpenRefine for Data Cleaning and Reconciliation (Martin Magdinier)
[89c] Debugging in Python: in Visual Studio Code (VSC) (Juan Luis Cano Rodríguez)

[89c] Debugging in Python: in Visual Studio Code (VSC) (Juan Luis Cano Rodríguez)