Big Data

Everyone has access to AI. Everyone is creating more content. The real question is **How do you create content that actually performs when everyone is using the same tools?** At this DC Marketing Tech Talks session, we’re going beyond prompts and tools and getting into what actually matters now: * How to build a content strategy that doesn’t fall into the “AI slop” trap * How AI and search engines are actually evaluating and surfacing your content * How to distribute and structure your content so it reaches the right audience and drives results **What This Session Will Cover** This session is designed as a focused, three-part experience, with each speaker taking a different angle on what it really means to create content in an AI-driven world. We’ll start with **[Tara L. Finney](https://www.linkedin.com/in/tarafinney/)**, who brings a strategic lens shaped by over two decades of building content programs across B2B and B2C. Tara will walk through how to build a content strategy that aligns with your business goals, reflects your brand, and resonates with your audience. From there, **[Stephen Hart](https://www.linkedin.com/in/iamstephenahart/)** will shift the focus to what happens after the content is created. Because even strong content fails if it doesn’t reach the right people. He’ll walk through how to structure your content ecosystem so it can be distributed effectively, reused across channels, and scaled without requiring constant output or burnout. We’ll close with **[Alex Lindley](https://www.linkedin.com/in/alex-lindley-50823437/)**, who will take the conversation into how content is actually being evaluated today. As AI becomes a gatekeeper for discovery, it’s no longer just about what you publish, but how it’s interpreted. Alex will unpack how AI and search systems read, assess, and surface your content, giving you a clearer understanding of what drives visibility in an AI-influenced search landscape. This is a practical discussion about how to create content that shows up, gets read, and supports real business growth in a world shaped by AI. If you’re a marketer, founder, or content leader trying to figure out how to stay relevant in an AI-saturated world, this is the conversation you need to be in.

It’s been a while… but we’re back for Third Thursday 🎉 Join us on Thursday, April 16, 2026 for a fun evening of good vibes, great company, and a chance to reconnect! 📍 Sports & Social 1314 U St NW, Washington, DC 20009 🕕 6–9 PM Bring your friends, meet new faces, and let’s make it a night to remember. See you there! ✨ And yes, we will be having events on Third Thursdays of the remaining months in 2026! Save the dates!

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 :)

Let's get together to play some fun BB level Quads games at Bluemont. **Format**: Doubles **COST**: FREE **Court Type**: Outdoor grass **Minimum Skill Requirements**: Intermediate-BB (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Smiley Social documents:** 1. [Group Rules ](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 1. [Liability Waiver ](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco) 1. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)

16-19 Apr (4 sessions) FOUNDATIONAL TECHNIQUE: [Click here for the direct site with details. ](https://dancesportendurance.com/viennese-waltz-camp/)This first camp of two will slowly but surely teach you the basic skills in the Viennese Waltz to prepare you for this incredible experience, with a series of advancing lessons. You will learn basics of social Waltzing along with some elements of Smooth and Standard! By the end, you will have developed skills that will give you basic skills for any Viennese Waltz setting, and you will also make a lot of dance friends while doing so. **1\. Thu\, 16 Apr\, 730\-930 pm:** Fundamentals of Viennese Waltz, basics, simple left turns, whisks w/ladies turn, practice, begin Camp Choreography. **2\. Fri\, 17 Apr\, 730\-930 pm:** Practice, Review, basic combos, progressive basic, Patty-cake, simple right turns, Polka basics, Camp Choreography. **3\. Sat\, 18 Apr\, 2\-5 pm \(potluck snack day\):** This is our longest session, so bring healthy snacks for yourself, or even better for the group! Practice, Review, simple left and right turns. Camp choreography. Discussion of balls in Vienna and Washington DC (at the break). Begin [The Laendler as seen in the Sound of Music](https://www.facebook.com/reel/4339516396320630). The session concludes with learning the Fledermaus Quadrille #6 **4\. Sun\, 19 Apr\, 1\-330 pm:** Practice, warm-up. Camp review. Navigational skills. Review of left and right simple turns, introduction of reverse turn (International style left turn), navigation drill. If the difference in level in class is quite large, we may break into two classes with an intermediate group pressing to more difficult maneuvers while beginners review. CAMP 2: Oct 9-11 (3 sessions) EXPERIENCED WALTZERS (INTERMEDIATE AND UP): Camp 2 is for the connoisseur! You will advance in technique and knowledge of multiple fast waltz styles, including the classic International Style, American Smooth, and a few steps that have been almost lost to history that you might have seen in such movies as The Sound of Music and Snow White. We will also teach a routine that will advance in each session. **CAMP 2 (Higher level maneuvering and technique)** **5\. Tue\, 28 Apr\, 730\-930 pm:** We’ll have a full camp review of the fundamentals camp which will give the experienced waltzers a chance to brush up on their basics. Then the following: Navigational skills. Natural turn technique improvements. Transitions from Reverse turn to natural turn and back. Camp Choreography— [The Laendler as seen in the Sound of Music](https://www.facebook.com/reel/4339516396320630). **6\. Thu\, 30 Apr\, 730\-930 pm:** Practice, Review, Hook turn to the Right (Laendler), closed changes from left to right and right to left, fifth position break, run around. Camp Choreography — The Laendler as seen in the Sound of Music. Fledermaus Quadrille #6 and polka **7\. Sun 3 May\, 1\-230 pm:** Practice, Review, Advanced Navigational skills. Navigation skills, changing from left to right with the whisk. Hook turn. Camp Choreography— The Laendler as seen in the Sound of Music. **8\. Tue\, 5 May\, 730\-930 pm:** Practice, Review, Advanced navigation drills. American Smooth figures. Camp Choreography— The Laendler as seen in the Sound of Music. **Sat 9 May, 9-12 pm:** [Glen Echo Park Strauss Ball by Waltz Time! (](https://www.waltztimedances.org/)NOT INCLUDED) **After the camp, experience the Spanish Ballroom at Glen Echo, the largest dance floor in the DC metro area, for an evening dancing to fine Strauss music!**

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

**Location:** Crimson Whiskey Bar (Either the downstairs whiskey bar, or main floor bar, TBD) The purpose of Thinkers and Drinkers is to facilitate casual but meaningful and interesting conversations with other people in a face-to-face setting. The topics cover a wide variety of issues and are different for every meeting. While conversations may get heated at times, we ask that all members be respectful of each other and refrain from personal insults. \*\*\* **Topic: The Future of DC** DC is set to undergo a lot of changes over the next 5 years. There are changes to the local political structure, massive real estate projects in the works, and the federal plans to "beautify the city." We want to hear your opinions on these and what direction you would want to DC move toward. **Local Politics** DC will be implementing ranked choice voting in it's upcoming primaries this June for the first time in it's history.[ (Ben from Ben's Chili Bowl Explains this)](https://www.opportunity-dc.org/post/rank-your-vote-dc-launches-first-ads-to-educate-voters-featuring-ben-ali-owner-of-ben-s-chili-bow). This includes elections for mayor, attorney general, and city council, which could have a huge impact on the city's future. **Beautifying the City** Trump issued an executive order in March 2025 titled "Making the District of Columbia Safe and Beautiful," and has since gone much further, announcing plans to spend $2 billion within a three-mile radius of the White House, repaving streets and replacing infrastructure he called emblematic of a ["hellhole.](https://www.washingtontimes.com/news/2025/aug/22/trump-says-hes-asking-congress-billions-beautify-dc-streets/)" His latest budget takes it even further, proposing a $10 billion ["Presidential Capital Stewardship Program](https://rollcall.com/2026/04/06/trumps-budget-proposal-for-interior-seeks-to-make-dc-beautiful-again/)" for construction and beautification projects in and around DC. **New Developments** It would be impossible to talk about the future of DC without talking about how the landscape has and is changing. Neighborhoods that were previously "Places where you only go to get drugs," like NOMA have become prime examples of gentrified neighborhoods with bustling restaurants and bars. With billions of dollars' worth of residential projects popping up all over the city, other neighborhoods are set to experience similar transformations, especially with developments like the new RFK Stadium.

**\*TO ATTEND GET TICKET At** [https://www.socialevents123.com/event-details.aspx?id=13395#tix](https://www.socialevents123.com/event-details.aspx?id=13395#tix) (Multiple Meetup groups are co-organizing so the RSVP's shown are just a very small portion attending. We'll have at least 20 registered.) Our last online Bingo Night Party was such a BIG hit, we're doing it again! Do you like to play BINGO or want to just do something different?! Then you will LOVE this event! Here is your opportunity to have some fun playing our Live "Bingo" game. You will also get to socialize and make other friends from the comfort of your home. Prizes included Amazon gift cards, free future events and more! This completely online event will be LIVE and you will be able to see and hear the other participants while playing. You will either need to print or draw out your bingo cards. We will email you with how to get it after registering. You can have more than 1 person on your team as long as they're from your house and use same device. Friends/family around the country can also play. They would just need to also register for a ticket. This event will be held on Zoom which you would access through your computer/webcam, or via your phone/tablet. On day of the event, you will get a secured Zoom link and link to print out Bingo cards. \*RSVPS ON HERE ARE NOT REFLECTIVE OF ACTUAL ATTENDANCE as this is a multi group event. Cost: $15-$20 depending on how early you register. **\*TO ATTEND GET TICKET AT -** [https://www.socialevents123.com/event-details.aspx?id=13395#tix](https://www.socialevents123.com/event-details.aspx?id=13395#tix) To find more fun events: Follow: [https://www.eventbrite.com/o/new-york-city-social-events-10797526283](https://www.eventbrite.com/o/new-york-city-social-events-10797526283) Join: [https://www.meetup.com/NYC-Social/](https://www.meetup.com/NYC-Social/) Click: [https://dljparty.ticketleap.com/](https://dljparty.ticketleap.com/)

**‼️This is a MAFN (Mid-Atlantic Facilitators Network) event. To attend, register at [https://mafn.org/event-6471409](https://mafn.org/event-6471409)** WHEN: Friday\, April 17\, 2026 \| WHERE: Mason Fuse Center \- 3401 Fairfax Drive Arlington\, VA 22201 Don't miss out on this opportunity to Explore \| Sharpen \| Connect We’re bringing the MAFN community together in person this spring - Join us! **What You will Experience** Expect a day filled with fresh ideas, meaningful conversations, and the energy of being in community. Attendees will direct their own agenda around the content themes through interactive workshops and meaningful opportunities to connect and network before and after the conference. **CONTENT Themes:** * Business development in dynamic times * Technology shifts in facilitation * Facilitating amid polarization and conflict **Who Should Attend and Why** If you lead groups, facilitate change, or guide learning, New Frontiers in Facilitation is designed for you. This one-day, in-person conference brings together facilitators, trainers, educators, coaches, mediators, and organizational leaders to explore cutting-edge practices in business development, technology in facilitation, and working across divided contexts. Beyond the sessions, the conference emphasizes intentional networking to help you build meaningful connections that last well beyond the event. Join us and leave inspired, equipped, and connected for the future of facilitation. **SCHEDULE** * Registration & Coffee Networking from 8:30 * Plenary * Rae Ringel - Rupture & Renewal, How Facilitation Evolves in a Polarized AI-Driven World * Six workshops in three parallel sessions (the opportunity to join three in the program) * Bola Audena - Scaling with Purpose: Building a Thriving Facilitation Brand in the Age of AI * Carly Chomer & Kim Fredrich - Make Your Business Development Meaningful Not Mechanical * Christine Gerson & Eboney Dixon-Crump - Clarity, Curiosity and Connection: Coaching Through Polarization & Communicating Across Differences * Jennie Toner-Algin - Find the Beat: Using Musical Techniques to Reduce Polarization and Navigate Group Conflict * Mike Burns - AI and Facilitation: Asking Not What It Can Do, But What It Should Do * Nikki Frias - Building Bridges in Conflict and Uncertainty with Applied Improv * Lunch & Networking * Parallel sessions * Knowledge Cafe: Join table hosts for skills-based learning * Open Space: Join fellow participants to reflect on key learnings, collaboratively explore emerging questions, and engage in self-directed dialogue with peers. * Closing * Happy Hour & Networking from 4:00 **Sponsorships available** Interested in reaching 100+ facilitators and organizational leaders? Contact us today to ask about being the sole presenting sponsor! View Sponsorship Opportunities: [https://mafn.org/resources/Documents/MAFN%20New%20Frontiers%20Sponsorship%20Deck.pdf](https://mafn.org/resources/Documents/MAFN%20New%20Frontiers%20Sponsorship%20Deck.pdf) Email Us: treasurer@mafn.org **Rates** **Members:** Early-Bird (until 11:59 pm on 2/15/26): $99.00 Regular Rate starting 2/16/26: $129.00 Membership Bundle (Member & Registration): $199.00 **Non-Members:** Non-Member Early Bird (until 11:59 pm on 2/15/26): $129.00 **Students:** Current/Active Student: $79.00

We'll come together to talk about writing custom apps. Macoy Madson will show how he applied Handmade principles to creating a custom CAD application for a manufacturing company. He will go over the various features and his criteria for what he picked to build vs buy, as well as lessons learned from the shortcomings of his choices. If we have time, we'll also look at compiling native code to WebAssembly. **Agenda:** \- 2pm \- 3pm: Custom app presentation and WebAssembly \- 3pm \- 4pm: Open\-ended discussions\, presentations\, etc\. \- 4pm \- whenever: We'll go get food nearby\! **What we do** Presentations on lower-level, foundational programming topics, ethical software, knowledge sharing, mentoring, and discussion. **Who we are:** We are all about handmade software. Rather than focus on frameworks, heavy abstractions, and buzzwords - we typically create projects or research topics that build an understanding of foundational computing concepts, essential data structures, and hardware/software interaction. **What to bring?** Bring a laptop, project, or just a curious mind. If you're not sure you're ready to contribute, don't worry: we're all here to share our passions and hone our craft. **If you arrive late:** Please enter the room quietly as to not disrupt anyone that is presenting. You can take any empty seat.

NOTE: You MUST sign up and pay via our website to reserve your spot (https://flyingbuddhastudio.com/#Events). Simply responding yes to attend via Meetup does not hold your spot. Thank you for your understanding! Indulge in an afternoon focused on positioning you and your partner in spaces that build trust, connection, and playful intimacy in the ropes as we explore cuffing. Expect to move through applications and expressions of rope work for consensual restraint and reconnection. Dress comfortably with form-fitting layers. Instruction is floor-based, mats provided. This is a partner-led session, however the binds will be self-tie applicable and solo tiers are encouraged. Minimum kit requirements: * (2) 15 ft hanks * (1) 30 ft hank * Safety shears * Twisted Monk Hemp and Posh ropes will be available for purchase from your instructor. Cost of workshop: $120 per pair or $65 self-tie participants Space is limited to 6 couples. Sign up: [https://flyingbuddhastudio.com/#Events](https://flyingbuddhastudio.com/#Events)

Come join us for brunch with a view of the Potomac

♠️ Spades in Virginia! ♠️ Nando's Peri Peri, Mosaic District 2987 District Ave Ste 100, Fairfax, VA 22031 🌟 3rd Friday Spades in Virginia! 🕕 6:30pm to 10:30pm 😀 **Posted in multiple groups. So, expect a nice crowd.** 🚗 Parking is FREE!!! 🍷 Alcoholic beverages are available! Please support the business by purchasing food/drinks. ✅️ No partner needed! Get matched with a partner onsite. All skill levels are welcome. ❤️ Come hang out with a friendly and welcoming group. Meet new people and have a great time! 🌟 The fun starts at 7pm! RSVP today.

Looking forward to seeing you! Please know that you don't have a reserved spot until you register at [Eventbrite](https://www.eventbrite.com/e/speed-dating-for-autistic-adults-tickets-1982622638683?aff=oddtdtcreator&fbclid=IwY2xjawP1rHJleHRuA2FlbQIxMQBzcnRjBmFwcF9pZBAyMjIwMzkxNzg4MjAwODkyAAEe09Q_4uRXeVchWzuAfDhgFlwnANLaOOKGr1stjbTaw5QD9gQXLos5IOBPUQs_aem_XUyVMTIlkYCPy8pVfz533Q) and purchase your ticket. Limited tickets available. Join us for a supportive, structured Speed Dating event for autistic adults (ages 25 to 40) on Sunday, April 19, 2026, from 2:00 to 4:00pm in Bethesda, MD (address provided after registration). This facilitated event is designed for heterosexual pairings and offers a welcoming, low-pressure environment to meet potential partners. Light refreshments will be provided. Registration is $35 on our website and free for our **[Constellations](https://www.harringtonmatchmaking.com/constellations-membership)** members.

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**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

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

**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** TBD

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9