Data Umbrella is a non-profit global community for underrepresented persons in data science. We organize online data science events for the community. All levels are welcome. Our Code of Conduct applies to all of our spaces.
Announcements
Community News
Open source groups say more software projects may have been targeted for sabotage
In a joint statement, the Open Source Security Foundation and the OpenJS Foundation said the attempt to insert a secret backdoor into XZ Utils - a little-known program that is baked into Linux operating systems across the world - "may not be an isolated incident."
The Equity-Centered Participatory Compensation Model (EPCM): A Tutorial for This Emergent Methodology
The Equity-Centered Participatory Compensation Model (EPCM) offers a 4-step process to ensure fair and flexible compensation for community members' participation in research while prioritizing their well-being, comfort, and agency. This model is rooted in equity and community-based participatory research (CBPR) principles, making it an essential framework for future researchers to promote equitable fiscal relationships with community participants.
The End of an Era: Women Who Code Closing
Women Who Code are closing down.
It is with profound sadness that, today, on April 18, 2024, we are announcing the difficult decision to close Women Who Code, following a vote by the Board of Directors to dissolve the organization. This decision has not been made lightly. It only comes after careful consideration of all options and is due to factors that have materially impacted our funding sources - funds that were critical to continuing our programming and delivering on our mission. We understand that this news will come as a disappointment to many, and we want to express our deepest gratitude to each and every one of you who have been a part of our journey.
Community Partnership: The Open Sustainability Policy Summit (May 2-3, 2024) Washington DC & Online
This event will gather lawmakers, policymakers, electrical utility companies, auto makers, technology vendors, researchers, and end users of energy to discuss the challenges and opportunities for an open source model of building both technology and standards to drive the energy transition, with particular focus on how policy and regulation can support this collaborative approach and ensure communities are diverse and inclusive.
Attend the conference virtually (Free livestream)
Community Partnership: DataConnect 2024 Conference (by Women in Analytics (Columbus, Ohio) July 11-12, 2024
We are excited for the 2024 DataConnect Conference AND the newest Executive Ticket option!
Get exclusive access to Executive Roundtables and networking opportunities,
Admission to a private lounge and workspace
Receive a complimentary ticket to one of the DataConnect pre-conference workshops
Access to a “DataConnect Concierge”
And a lot more!
If you're interested in learning more about the Executive Ticket or have any questions about the conference, contact: info@dataumbrella.org
Registration for DataConnect Discount code for 10%: dcc24_RS
Knowledge Graphs for RAG(Retrieval Augmented Generation) Course
Enroll for free for the Neo4j and DeepLearning.AI “Knowledge Graphs for RAG Course”
Who should join? Anyone who wants to understand how knowledge graphs work, how to build with them, and create better RAG applications. We recommend familiarity with LangChain or taking LangChain: Chat with Your Data prior to this course.
pixi Version Update: v0.19.0 - 2024-04-10
pixi is a cross-platform, multi-language package manager and workflow tool built on the foundation of the conda ecosystem. It provides developers with an exceptional experience similar to popular package managers like cargo
or yarn
, but for any language.
Release Highlights:
This release adds a new
pixi tree
command to show the dependency tree of the project.Pixi now persists the manifest and environment when activating a shell, so you can use pixi as if you are in that folder while in the shell.
Open Source Organizations
Meeting minutes have been posted:
NumFOCUS Board of Directors 2023 Meeting Minutes
Python Software Foundation: Feb & March 2024 minutes
Community shoutout
Thank you to Serkan Holat for sharing the A Briefer History of Open Source on LinkedIn.
Credit: Serkan Holat on LinkedIn
Call for Suggestions
Do you have suggestions for future webinar topics or speakers? Would you like to speak on a topic? For these and any other suggestions, please complete our Online Suggestion Box or email us at info@dataumbrella.org.
Call for Speakers
We are looking for speakers on the following topics:
Data Engineering
Generative AI
Software engineering
Code quality
GDPR and the EU AI Act and its implications for data scientists
Email us if you are interested in speaking or have a speaker or topic suggestion: info@dataumbrella.org
Upcoming Events (free & online webinars)
Knowledge Graph-Based Chatbot
May 7, 2024
Large Language Models (LLMs) like ChatGPT has inspired the world and started a new AI revolution. However, it seems that the latest trend is supplying ChatGPT with external information to increase its accuracy and give it the ability to answer questions where the answers are not present in public datasets. In this session, we will demonstrate how using a knowledge graph as a storage object for answers gives you explicit and complete control over the answers provided by the chatbot and helps avoid hallucinations.
Recent Events
In case you missed our recent events, the videos have been posted. Subscribe to our Data Umbrella YouTube to receive notifications when the videos premiere.
Build with Gemini (an LLM model)
Learn about the exciting world of Gemini API, Google's latest advancement in large language models (LLMs). We explore how to leverage the power of Gemini within Google AI Studio and Vertex AI for various tasks, including text, code, and even image and video understanding capabilities.
Featured Resources
Video Playlists
Data Umbrella Resources
Visit our blog site: blog.dataumbrella.org, and see articles written by our community members on their experience in recent sprints.
We have a Job Board. You can post jobs (for free)
Our Data Umbrella YouTube is growing! Subscribe to our channel to receive notifications of when our event videos are posted.
Accessibility Corner
Accessibility Update: Closed Captioning
Our webinars have closed captioning available! This feature makes our live events more accessible to those with hearing needs and for folks in general who like to see the transcript live during presentation to fully process information.
Connect with Us
Meetup: Data Umbrella & Data Umbrella Africa (*upcoming events*)
YouTube (*past recorded talks*)