Data Pipelines

Today we are Steve's Lab. RSVP and you'll be sent the location. It's in Silver Spring. ***Join us for an evening in an electronics lab where we will attempt to run clean scans of gold samples, and then clean up that data with post processing.*** This is a high sensitivity experiment, and we do not plan on being successful so early. But we've had promising results lately - so we will be putting in the time. We are NOT meeting at our usual location, but rather at Steve's house/lab. If you RSVP, you will get a DM with the address but it's located in Silver Spring. We will attempt full, clean lab - clean tip repeated scanning tests to see what we can learn and improve. We will experiment with online attendees, but if all possible showing up in person is strongly encouraged. Online join link is: - [https://meet.jit.si/mocomakers](https://meet.jit.si/mocomakers) Our community is building (and documenting for other teams) how to build a scanning tunneling microscope using a mix of common and 3D printed parts. This will allow us to scan and visualize a single atom - an ambitious we are doing over the course of a few months. The MoCo Makers community is one of the most innovative and competent groups in Maryland, and we've done everything from [publishing cancer research](https://pubmed.ncbi.nlm.nih.gov/38136356/), to [launching products](https://www.kickstarter.com/projects/gotim/cozy-curvy-multi-contour-pillow), [winning grants](https://covidinfocommons.datascience.columbia.edu/awards/2014255), and inspiring thousands. Now our biggest challenge yet has appeared. We are building a Scanning Tunneling Microscope, that will allow us to scan and visualize single atoms. To get a better idea of what we are doing, see our reference project here: [https://www.youtube.com/watch?v=7N3OqTEq08g](https://www.youtube.com/watch?v=7N3OqTEq08g) All starting CAD, code, and reference files should exist. However, let's be the first Maker community to document the build process and share it with learners around the world. We will be publishing our work here -[ https://hackaday.io/project/202816-qt-panda](https://hackaday.io/project/202816-qt-panda) If you need a ride, let us know.

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

Using New Technology to Improve Trust from the Government Blockchain Association Webinar at Noon April 23. GBA Webinar for Civil Servants from local to state officials including those in uniform on how to use New Technology to improve trust in government Thu, Apr 23, 2026, 12:00 PM - 1:00 PM (EDT/NYC time zone) https://us06web.zoom.us/j/85762266787?pwd=ApBzwTv1QvG9qEnT5R8a5aNf3jae89.1 Join the Government Blockchain Association (GBA) for a webinar, "From Transparency to Trust in Public Governance," tailored for elected, appointed, sworn, or employed government workers. Discover how blockchain technology can revolutionize your work by boosting: \- Election integrity \- Ensuring representative transparency \- Strengthening fiscal responsibility \- Most importantly\, making your job easier than ever\. Why Attend? Learn practical ways to leverage cutting-edge tools to drive efficiency, solve critical challenges, and build public trust all from the comfort of your desktop or phone. CIVIL SERVANTS including those in uniform at all levels of government and all branches of service Free Access: No cost to join the webinar or the GBA! Actionable Insights: See real-world applications of blockchain for local governance. Ongoing Education: Gain exclusive access to free, continuous training with GBA membership. Critical opportunity to be more efficient, accessible, transparent and to make your job simpler! Presenters include Jonathan Baha'i Architecting Sovereign Infrastructure for Government & Enterprise \| Founder: Toto & Woof \| Owner: The Diefenbaker \| SSI & Civic Trust Layers Senator Michael "Big Mike" Fesi Louisiana State Senator for District 20 Gerard Dache GBA Founder & Executive Director Nimit Sawhney Entrepreneur, Co-Founder of Voatz, Cybersecurity/AI/ML Engineer Thu, Apr 23, 2026, 12:00 PM - 1:00 PM (EDT/NYC time zone) https://us06web.zoom.us/j/85762266787?pwd=ApBzwTv1QvG9qEnT5R8a5aNf3jae89.1 For More Information Contact: Bob Miko, bmiko@pacificdialogue.com 203 278 2803 About GBA The Government Blockchain Association (GBA) is a nonprofit (501c6) organization committed to advancing blockchain technology standards, facilitating industry education, and ensuring a trusted, secure ecosystem for blockchain solutions. For more information, visit https://gbaglobal.org/. For more information contact Bob Miko, bmiko@pacificdialogue.com 203 378 2803.

**🎉 Book Swap: Bring Your Books to the Martin Luther King Jr. Memorial Library! 📚** 📅 **Date:** Thursday, April 23rd, 2026 🕒 **Time:** 6:30 PM - 8:30 PM 📍 **Location:** Martin Luther King Jr. Memorial Library, 901 G St NW, Washington, DC 20001 **🪧 Room:** 401-G Conference Room **Agenda:** * **6:30 PM - 6:45 PM** \- Check\-in and chat * **6:45 PM - 7:00 PM** \- Introductions * **7:00 PM - 8:30 PM** \- Book swap **Please note**: * Gently used books are ideal for swapping. * If a book you bring isn’t swapped, you are responsible for taking it home. * This is a “stay-and-swap” event, so please join with the intention of engaging and connecting with the group.

Celebrate with us at our April FUNdraiser to support EcoAction Arlington. Please buy your tickets today, get ready to raise your paddles, and join us during Earth Month. Dinner is included with your ticket purchase, and a cash bar will be available. [REGISTER HERE](https://ecoactionarlington.app.neoncrm.com/nx/portal/neonevents/events?path=%2Fportal%2Fevents%2F35667) * **Where:** Clare & Don's Beach Shack 130 N Washington Street, Falls Church, VA 22046 \*Please note this is an outdoor venue. * **When:** April 23\, 2026 \| 6\-8pm \(Doors open at 5:30 pm\) * **What:** Fundraiser to support EcoAction Arlington **Parking Information:** There is free public parking in the parking garage next to Whole Foods. There is free parking on the top two levels only of the Kaiser Permanente Garage after 5pm on weeknights, the entrance is across 111 Park Ave.

• What we'll do On https://blackecon101.podbean.com/ Thursdays at 6 pm. discussing the economy....

**Deep Learning Adventures** and the larger **Data Community DC** are thrilled to collaborate with **www.compiled.sh** by **Transpose Platform** and co-organize the largest AI hackathon event in DC so far! We are excited to collaborate with Truc Phan as well as Jeff Hale and Will Angel to make this large scale effort a reality. If you are an AI enthusiast, builder, product manager, UI/UX designer, student or simply enjoy using AI tools effectively, this event is made for you! We are looking for talented individuals and teams to showcase their skills and build awesome products during our hackathon event. There are significant monetary ($5K+) and swag prizes for you as well as direct feedback from selected **Y Combinator** startups. Join us today!!! PLEASE RSVP ON LUMA: [https://luma.com/bmabw4qr](https://luma.com/bmabw4qr) If you have any questions feel free to reach out directly! Thank you, **George Zoto, Truc Phan**, **Deep Learning Adventures** and **Data Community DC**

**☕ Code & Coffee \| Black Code Collective** Pull up, plug in, and enjoy some good company. Join us for a chill Sunday coworking session — bring your laptop and your current project (or no project at all). All skill levels welcome. **Free to attend. Coffee & treats provided. Just show up.** 📅 **Sunday, April 26** 🕙 **10:30 AM – 12:30 PM** 📍 **Falls Church, VA** Please note that we would be located on the 5th floor with the listed address below. 105 W Broad St, Suite #410 · Falls Church, VA 22046

Hello Everyone, Thank you so much for joining us for our **Valentine’s Mystery Social**! It was truly a pleasure to host such an intentional space for all of you to connect as "souls" rather than just titles and paychecks. We heard your feedback loud and clear: you all wanted more time to connect after the opening icebreakers! We have noted this and look forward to hosting several more of these sessions for our private clients throughout the year with even more space for deep discussion. ### **🔥 TODAY ONLY: Elite Match Alert** We have just added two profiles, a powerhouse Jack and Jill **brother and sister duo**—both exceptional catches: * **The Sports Agent (Male):** A high-achieving, family-oriented professional who embodies the values of our community and the legacy of his upbringing. * **The Powerhouse Attorney (Female):** A stunning attorney and active actress who is a true "Jack and Jill" legacy. She balances a high-stakes legal career with a passion for the arts. **Follow us on IG:** For our most up-to-date match alerts and event BTS, make sure you are following us on Instagram @helpmeetclub **Saturday Appointment Available:** We have **ONE** consultation opening available for this Saturday. This is first-come, first-served for anyone ready! **Consultation:** To celebrate these new additions, use code FRIENDS20 at checkout for an **[additional $55.55 off](https://thehelpmeetclub.com/join-our-database-of-singles-form/)**[ ](https://thehelpmeetclub.com/join-our-database-of-singles-form/)our current consult special. **This code is valid TODAY ONLY.** ### **Action Required: Selection Form** Please submit your final selections by the **end of today**. As a reminder, we only facilitate a "Double-Yes" match (where both parties select each other) or reach out if you have specifically marked that you are open to hearing from others. ### **Membership Updates** We are committed to the quality of our community. To that end, we have decided to make some adjustments to our membership structure: * **Database Services:** We will no longer allow women to join our database as a standalone service. * **The Reason:** It is undeniable that the women who complete our **Readiness Process** stand out and make exceptional partners. It is only fair that they are rewarded with exclusive access to our socials and curated community. On that note, if your database membership is currently expiring, please let us know and we will re-enroll you at 50% off your annual database membership fee.

Join Women & Gender eXpansive Coders DC for brunch at Union Market! We will get a large picnic table outside the main Union Market building. Come for 30 minutes or for the whole time. Meet fellow tech women and nonbinary folx over a cup of coffee or a meal from one of Union Market's many tasty restaurants. Getting there: Union Market is a short walk from the NoMa-Gallaudet University metro (Red line). Parking is usually available in the lot in front of the market, or on the street, although street parking can fill up on busy weekends.

Jobs are found via relationships more details coming At the end of this seminar/webinar, there will be a brief Christian story.-------------------IF YOU ARE NEW TO Career-Confidence.org and want to learn about us via our team, here are some videos that we have done. PLEASE SUBSCRIBE to our channel and LIKE our videos. --- --Career-Confidence.org, Laura Hamilton and Robert Brandau both long-time recruiters give you an overview.[https://www.youtube.com/watch?v=R20iMmWWsas](https://www.youtube.com/watch?v=R20iMmWWsas) --- * Doris McMillon of our Board of Directors[https://www.youtube.com/watch?v=JNmOi9TsYGs&t=10s](https://www.youtube.com/watch?v=JNmOi9TsYGs&t=10s) --- --Bruce, Silvia, and Mary Beth talk about the impact of Career-Confidence.org on their job search.[https://www.youtube.com/watch?v=EYtFRWzhKLo](https://www.youtube.com/watch?v=EYtFRWzhKLo) --- --Kim DeWitt Succinctly Talks about our Team[https://www.youtube.com/watch?v=SSHCEK11jD0](https://www.youtube.com/watch?v=SSHCEK11jD0) --- \-\-\-Cecilia and Nate – 2 of our Alumni give an overview of Career\-Confidence\.org\. perspective\.[https://www.youtube.com/watch?v=uNstYHVnfAA](https://www.youtube.com/watch?v=uNstYHVnfAA) --- --Sara's Experience with Career-Confidence.org - Surprise Ending – Pre-Covid[https://www.youtube.com/watch?v=fEuKuvZyEYE&t=51s](https://www.youtube.com/watch?v=fEuKuvZyEYE&t=51s) --- * Kathi Galiano’s Article which Sara references. [ https://www.career-confidence.org/my-experience-with-career-confidence-org-by-kathi-gagliano/](%20https:/www.career-confidence.org/my-experience-with-career-confidence-org-by-kathi-gagliano/)

Greetings, For the Spring/Summer warm weather season (approximately 6 months), let's meet again for another **Last Saturday of the Month CoffeeRun, CoWork, & Collaboration meeting** at **Union Market in NE DC**. Topics include but are not limited to personal development, accountability, community service, partnerships, projects, and team building with those who share similar values **(readers feel free to bring books; several indoor/outdoor restaurants, bars, lounges, stores, and coffee shops in the market area)**. Also, for those interested, District Running Collective (DRC) meets at this location (Union Market curbside) nearly every Wednesday evening (at 6:30pm) and Saturday mornings (at 7:00am for 6 to 10mile runners; 8:00am for 3 mile runners; three miles takes approximately 30 to 45 minutes depending on fitness level). Updates can be sent regarding any location changes/run rescheduling. Good opportunity for novice or more experienced runners to jumpstart their holistic health journey this season (e.g., sleep, diet, exercise, mental resilience) with others who share similar personal development goals (see DRC information link below). **If you are not interested in the the morning run, feel free to RSVP for coffee and coworking only.** If there are any questions, comments, or concerns regarding this meeting feel free to call or message. Updates may also be added to the event chat/comment section at anytime, thank you. Link for District Running Collective (DRC) \*[https://www.districtrunningcollective.com/](https://www.districtrunningcollective.com/) Alicia (202) 627-0361 Sunday April 19th, 2026 5:00pm

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

**💝 Meet Columbus Singles Tonight – Hosted Speed Dating on Zoom** A hosted online speed dating experience for Columbus locals. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Especially useful for:** - 💡 Singles in Columbus who want to meet people from home - 💡 First-timers new to speed dating 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 🗂 **Quick details** - **Format:** Hosted on Zoom – one-on-one video dates - 🚀 **Location:** Your space – couch, desk, wherever suits you 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** --- ✨ Register, take the quiz, and connect with Columbus locals tonight. 🦋 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** https://youtube.com/live/VB2n7ooomQ4?feature=share

**💓 Speed Dating from Home – Meet Detroit Singles Live on Zoom** A straightforward, fun way to meet local singles without stepping out. It's simple: complete a short personality quiz, jump on Zoom, and meet Detroit singles in guided one-on-one rounds. Matches shared afterwards. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - ⚡ **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- ✅ **You will like this if:** - Anyone curious about speed dating in a relaxed setting - People re-entering the dating scene after a break ⭐ *"10/10. The host was fantastic and I actually had fun on the dates."* – Detroit first-timer 🗂 **Quick details** - 🌍 **Format:** Virtual on Zoom – hosted and well-structured - 🎉 **Location:** Wherever you're comfortable – no venue, no travel 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **Tip:** Just be yourself. That's always the best approach. --- ✨ Speed dating from home — easy, fun, and personality matched. � ✨ Lean version: fewer words, same core offer. Fast to read, easy to act on.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.