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Frequently Asked Questions
Yes! Check out data pipelines events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data pipelines events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data pipelines events near your location here. Connect with your local community and discover events within your area.
Data Pipelines Events Today
Join in-person Data Pipelines events happening right now
D.A.D.S. Workout
If you’re a dad over 35, you probably feel it:
* Your energy isn’t what it used to be.
* Work stress drains you before you even get home.
* The weight has crept on around the middle.
* Your kids still have endless energy, but keeping up with them feels harder every year.
And deep down, you know your family looks to you as the example. If you’re running on empty, short on patience, and out of shape, that’s the standard you set at home.
The **D.A.D.S. Program (Dads Achieving Discipline & Strength)** was built for men like you. Ordinary guys with jobs, families, and full schedules who want to:
* **Reclaim strength** so you feel capable, athletic, and confident again.
* **Boost energy** so you’re sharp at work and fully present with your family.
* **Drop the aches, stiffness, and sluggishness** that make you feel older than you are.
* **Find balance and accountability** by training alongside other dads in the same fight.
* **Crush male loneliness** by connecting with men who “get it” and have your back.
Here’s the best part: You don’t need to be a seasoned gym rat. This is designed for **beginner to intermediate exercisers**—dads who may have been out of the gym for years or have never had a structured program, but know it’s time to get serious.
Monday, Wednesday, and Friday mornings, we’re hosting **Meet-Up Workouts from 6:00–6:45 AM.** No strings attached. Just one powerful hour that could be the turning point in your health, energy, and family life.
There are only **8 spots available**, and once they’re gone, they’re gone.
Location: Revolutionary Fitness - 215 N. Payne St., Alexandria, Va 22314
Every Monday, Wednesday, & Friday from 6:00–6:45 AM
To claim your spot, call/text 703-783-2316 or email sign up directly at [https://go.thefitrevolution.com/dads](https://go.thefitrevolution.com/dads)
Stop putting yourself last. Take this hour, and give your family the stronger, sharper, healthier version of you.
Volunteer at the Arlington Civitans Garage Sale - Friday Setup
Volunteers are needed at the Community Garage Sale, organized by the Arlington Civitans! **This event is both a volunteer opportunity and an important fundraiser for the Jaycees** \- the Civitans pay our organization for every volunteer hour\! On Friday night\, volunteers help with setup of the snack bar\, posting signage\, and other duties as needed\. This event is held on the **first weekend of each month** between April and November. (volunteers are also needed for cleanup on Saturday afternoon - see separate Meetup event)
As a bonus, if you volunteer for at least 5 hours at the Civitans garage sales, you are eligible for a **FREE Arlington Jaycees Annual Membership**!
The Garage Sale is held in the Parking Garage located behind Washington & Liberty High School. It is a **10 minute walk from the Ballston-MU metro station**. **Parking** is available on level A of the garage or on North 15th Street, between Quincy and Stafford Streets, and along Quincy Street. **Walk into the parking garage and proceed to the Level B** **concession stand** \-\- ask for Cathy or Paul\. Make sure to sign in\. Please wear sturdy \(closed toe\) shoes\, and bring work gloves if you have them\. Also dress for the weather as this event takes place rain or shine\.
Proceeds from the monthly garage sale (from sales at the concession stand and vendor fees) benefit the Arlington Civitans, a non-profit organization committed to helping people with developmental disabilities. For more information, visit the [Arlington Civitans](http://civitan.org/) website.
After volunteering at the garage sale, we'll go out for some food and drinks in Ballston!
\*\*You must be between 21 and 40 years old to qualify for membership in the Arlington Jaycees.
***The Arlington Jaycees*** *(part of Junior Chamber International) is the premier nonprofit in Arlington that provides young people (ages 21-40) with opportunities for personal & professional growth, business networking, community involvement and social engagement in the Arlington Community and worldwide. Our mission is **leadership development through community service**. Check out our website [www.arljaycees.org](https://arljaycees.org/) to learn more and to become a member of this amazing organization!*
Friday Bouldering at Bouldering Project - DC
Climbers of all skill levels are welcome to Join "[Sends with Friends](https://www.instagram.com/sends_with_friends_climbing?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==)" rock climbing community for an indoor bouldering event at [Bouldering Project -DC](https://maps.app.goo.gl/m6okjpQsjeSxTqVj8) gym.
The first 25 climbers who come in through the doors get in for free, after that you'll pay $15 for a day pass. Rental shoes and chalk bag is provided free of charge.
If this is your first time using Bouldering Project-DC facility consider taking the Intro to BP that starts 7:15PM and includes a tour of the facility.
You must sign the Bouldering Project waiver and read, understand, and agree to Sends With Friends release of liability form before participating in this event. Please do so beforehand to avid creating a line at the front desk. You can find Bouldering Project waiver here: [First-Time-Visit](https://boulderingproject.com/first-time-visit/) and Sends With Friends Release of Liability form below:
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**Sends with Friends Rock Climbing Meetup Waiver and Release of Liability**
**NOTICE:** By signing up for this event, you agree to the terms outlined below and acknowledge the inherent risks associated with rock climbing activities. Participation in any event organized by this Meetup group is contingent upon your agreement to this release form.
**1\. Assumption of Risk:** I, the undersigned participant, acknowledge and fully understand that rock climbing is a high-risk activity. I am aware that participation involves risks including, but not limited to, physical injury, permanent disability, or death. These risks may arise from, but are not limited to, natural hazards, equipment failure, human error, and the actions or negligence of others.
**2\. Release of Liability:** In consideration of being allowed to participate in any activity organized by this Meetup group, I hereby release and discharge the organizer(s), co-organizer(s), event leaders, and all other participants from any and all claims, demands, actions, or causes of action arising out of or connected to my participation, including claims arising from negligence or gross negligence.
**3\. Personal Responsibility:** I acknowledge that I am solely responsible for my own safety during these events. I will use my own judgment in evaluating the risks involved and will take appropriate precautions, including but not limited to:
* Wearing appropriate safety gear.
* Using reliable climbing equipment.
* Following established safety protocols.
* Refraining from participating in activities beyond my skill level.
**4\. Medical Fitness:** I affirm that I am in good health and physically capable of participating in rock climbing activities. I assume full responsibility for any medical conditions that may affect my ability to participate safely.
**5\. Indemnity Agreement:** I agree to indemnify and hold harmless the organizer(s), co-organizer(s), event leaders, and other participants from any claims, damages, or expenses (including legal fees) arising out of or related to my actions or participation in these activities.
**6\. Photo/Video Release \(Optional\):** By signing this waiver, I grant permission for any photographs or videos taken during the events to be used for promotional or group-related purposes. (Participants may opt out by notifying the organizer.)
**7\. Agreement to Follow Rules:** I agree to abide by all rules, instructions, and guidance provided by the event organizers and leaders. Failure to comply may result in my removal from the group.
**8\. Acknowledgment of Agreement:** By joining any event organized by this Meetup group, I acknowledge that I have read and understood this waiver and release form. I agree that my participation in any event constitutes my electronic or physical signature to this agreement.
Adam Ferrara
Adam Ferrara is an Actor, Comedian who Entertainment Weekly dubbed “Hilarious,” and co-hosted the critically acclaimed BBC sensation, Top Gear US, for six seasons. Some of his TopGear highlights include jumping a ‘76 Coupe de Ville Cadillac 46 ft in the air, getting a Ferrari F12 Berlinetta up to 180mph, hang gliding a mustang off a cliff and driving one of the original 1966 MK II GT40 which won Le Mans. He starred in the AOL series “In the Drivers Seat with Adam Ferrara,” sponsored by Jaguar and Range Rover and was an online host for “The Barrett Jackson Collector Car Auction.”
Growing up on Long, Island Ferrara got his love for muscle cars from his father who could fix anything while Adam’s only job would be holding the light.
His new podcast, The Adam Ferrara Podcast is a breakout hit and considered a “must listen” by Hidden Remote. His new comedy album Now Available, It’s Scary in Here, debuted number one on iTunes, while his album Unconditional, was Interrobang’s People’s Choice of Album of the Year.
Some of Ferrara's other credits include playing Chief Needles Nelson on the Emmy® nominated FX drama Rescue Me, co-starred with Emmy® Award winner Edie Falco on Showtime’s hit series Nurse Jackie and starring alongside Kevin James in the hit movie Paul Blart: Mall Cop
7:00pm Show - Admission is 21 and Over Unless Accompanied By a Parent
9:30pm Show - 21 and Older Only, no exceptions
[Arlington Drafthouse FAQ-CLICK HERE](https://www.arlingtondrafthouse.com/pages/faq)
All Sales Are Final-Refunds Are Not Available
\* For groups of 8 or more that purchased tickets separately, please add a note in the comment section or a name under group code so we can seat everyone together. We will seat everyone together but section will be released 10 minutes before show time
\* Your ticket confirmation email will act as your ticket at the box office when you check in
\* Show your ticket after the show to receive a special discount at [Pike Cornerstone](http://www.pikecornerstone.com/) across the street!!
Friday Prayer Meeting - Come and Experience the Power of the Holy Spirit!
Join the DMV Bible Study's prayer night for an evening of connecting with the Holy Spirit through a corporate prayer. Dive deep into the teachings of the Bible, specifically exploring topics related to Christian theology, spirituality, and the significance of doctrine in our faith journey. This session will be an enriching opportunity to study the Word of God, reflect on the teachings of Jesus Christ, and connect with fellow Christian men and women in a supportive environment.
Through interactive discussions, prayer sessions, and group activities, participants will have the chance to enhance their understanding of key theological concepts, deepen their spiritual connection, and foster a sense of community. Whether you are a seasoned Bible study enthusiast or just beginning to explore Christianity, this event welcomes individuals of all backgrounds and beliefs to come together for a night of growth, reflection, and fellowship. Don't miss this opportunity to grow in your faith and knowledge of the Christian doctrine!
Data Pipelines Events This Week
Discover what is happening in the next few days
Beyond Cryptography: Geometric Symmetry & Parity Stability
Title: Beyond Cryptography: Geometric Symmetry & Parity Stability
Summary: Decoding Chaos: Using Quantum-Inspired Symmetry Metrics to Detect Stealth Attacks in High-Stakes Infrastructure.
Agenda:
Why symmetry matters after the proof is done.
Symmetry as an Invariant Symmetry as a Security Primitive Trust as a Continuous Function
Live Thought Experiment
Engineering, Implications & Open Questions
Move away from traditional bit-matching and discuss "Symmetry Drift." Explain how system states can be modeled as high-dimensional manifolds where an attack represents a geometric deformation.T(t)=f(symmetry stability,parity consistency,temporal coherence)
Speaker: Vijay Krishna Vijay is a security engineer focused on runtime observability and symmetry drift in cryptographic systems. He is the founder of Vyapti Resonance and the creator of the Quantum Security Probe (QSP), a telemetry-driven integrity monitoring framework for post-quantum infrastructures. His work bridges theory, engineering, and long-lived system behavior, emphasizing measurable trust over binary verification. Vijay has 9 accredited licenses in Quantum Computing. Career Snapshot: Microsoft → DuPont → Rockefeller Capital Management → Morgan Stanley → New York Life → Founder, Vyapti Resonance Across this trajectory, Vijay has operated at the core infrastructure layer of organizations—cloud platforms, identity systems, distributed compute, reliability engineering, and governance frameworks. His work has consistently involved systems that cannot fail, particularly in regulated financial and insurance environments. This enterprise grounding strongly informs his academic and research outlook: quantum and AI systems must be operable, governable, auditable, and teachable, not merely theoretically elegant.
Spring Salsa Bachata Fling
SalsaNow's Spring Salsa Bachata Fling an edition of Ritmo de la Noche, a monthly Salsa Bachata Dance Night at the Beautiful Maryland Jockey Club at Laurel Park Race Track Facility! Wear something flowery or in Spring colors.
SATURDAY, APRIL 4, 2026
● Wear colorful or flowery attire
● Salsa Dance Lessons for Beginner and Intermediate levels with SalsaNow instructors
● Salsa & Bachata dancing
● DJ Gio LtnMxx
● Large smooth Dance Floor
● Lounge seating
● State of the art Sound and Lighting
● Fully stocked bar for all your beverages. Cash or credit accepted
● Free parking and convenient safe location
WHERE: LAUREL RACE TRACK, Laurel, MD 20724, 2nd level M Media Room (Clubhouse, far right side of building). Wood flooring, air conditioned with lots of seating, fully stocked bar, free parking.
GENERAL SCHEDULE:
8 pm - Doors Open
8:30 - 9:15 pm - Salsa Lesson for beginner level
9:15 - 10 pm - Salsa lesson for intermediate level
10 pm - 2:00 am - DJ, Music and Dancing
ADMISSION (Cash, Zelle, Venmo, CashApp or PayPal +$1):
$20 for Lessons & Party
DC Elite Matchmaking: Match Alert Jack & Jill Duo
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.
Job Interview Practice
We will spend the morning practicing for our job interviews.
This will be highly interactive.
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At the end of this seminar/webinar, there will be a brief Christian story.
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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.
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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)
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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)
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Tim Jack, one of our current volunteers and attendees
[https://www.youtube.com/watch?v=uq-qfaDVDMU](https://www.youtube.com/watch?v=uq-qfaDVDMU)
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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)
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Kim DeWitt Succinctly Talks about our Team
[https://www.youtube.com/watch?v=SSHCEK11jD0](https://www.youtube.com/watch?v=SSHCEK11jD0)
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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)
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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)\`
Introduction to AI Policy
A beginner-friendly workshop on advanced AI, government policy, and how this new technology is evolving and impacting society.
**Free and open to the public — no technical background required**
In previous workshops, we've seen how AI is a transformative technology like no other, for better or for worse. Beyond the technology itself, however, government regulations and societal norms will inform the impact AI has on our world.
In this workshop, we will explore what policies have been proposed, which have been implemented and why, and what the impact has been so far. How can we use these lessons to maximize the promise and minimize the peril of AI?
**Over the course of the workshop, we’ll explore:**
* **Concepts and Goals:** What problems should AI policies be trying to solve?
* **Different Kinds of AI Policies:** What policies have been proposed so far? What are the pros and cons?
* **Political Landscape:** How are financial incentives and conflicting ideologies influencing AI policy?
* **Case Studies:** What can we learn from what's been passed so far?
**What you’ll get:**
* A clear, non-technical introduction to core ideas from AI safety, AI governance, and existential risk research.
* Small-group discussions and thought experiments that connect AI risks to everyday life, institutions, and incentives.
* A better mental model for evaluating headlines, hype, and claims about AI progress.
**Format & vibe:**
This is not a lecture it is an interactive workshop designed to help people think clearly about a topic that is increasingly important and moving very quickly.
Whether you’re new to AI, casually interested, or deeply unsure what to believe, you’ll leave with a clearer picture of *why* many researchers take AI seriously—and *what’s actually at stake* if we get it wrong.
Meaningful Conversation and Coffee - Northside Social Falls Church
**Join us in Falls Church for conversations that go beyond small talk.**
Higher Grounds – Falls Church is where this growing network of gatherings began: a space for thoughtful, authentic dialogue about what matters most. Whether we’re exploring the nature of happiness, the challenges and possibilities of midlife, spirituality, culture, capitalism, parenting, or the role of art and travel in a meaningful life, every conversation is shaped by the people in the room.
There’s no set leader or rigid agenda—just a shared commitment to listen as much as we speak. We start with brief introductions focused on what makes you *you* (not your LinkedIn bio), then dive straight into whatever is on people’s minds. The direction of each meetup emerges organically, making every event unique.
MANDATORY: PLEASE REVIEW OUR COMMUNITY GUIDELINES IN THE GROUP DESCRIPTION. Everyone is expected to engage in respectful conversations and listen deeply as well as share. We have a zero tolerance policy of sexual harassment and hate speech.
Come ready to share, reflect, and connect with others in Falls Church who are also seeking deeper conversations.
**Suggested Questions: Life Stages & Transitions**
1. What did you think you'd have figured out by now that you're still completely winging?
2. When did you realize your parents' advice was for a world that no longer exists?
3. What are you finally old enough to stop pretending to care about?
**Suggested Questions: Identity After the Roles**
1. Who are you when nobody needs anything from you?
2. What dream keeps resurfacing even though the "practical" time has passed?
3. How do you handle having the freedom you always said you wanted?
**Suggested Questions: AI & Being Human**
1. What human experiences will AI never truly understand?
2. If machines handled all your have-to's, what would you actually do?
3. What becomes more precious as everything becomes automated?
**Suggested Questions: Belief & Meaning**
1. What certainties have you given up, and what rushed in to fill that space?
2. How has knowing someone who died changed how you live?
3. What do you believe now that would shock your younger self?
**Suggested Questions: The Modern Psyche**
1. What anxiety do you carry that previous generations didn't have?
2. Which of your survival strategies are you ready to retire?
3. What uncomfortable truth about happiness did it take you years to accept?
**Suggested Questions: Work & Purpose**
1. When did you stop believing that your job would complete you?
2. What would you do for work if money and status weren't factors?
3. How has your definition of "making it" changed over the years?
**Suggested Questions: Relationships & Connection**
1. What relationship dynamic do you keep recreating, and why?
2. When did you realize your parents were just people trying their best?
3. What kind of loneliness doesn't go away even when you're with others?
**Suggested Questions: Time & Mortality**
1. What are you running out of time to say or do?
2. How differently do you spend your time knowing it's finite?
3. What will you regret not trying, even if you fail?
**Suggested Questions: Society & Culture**
1. What social convention do you follow even though it makes no sense?
2. Which generation do you understand least, and what might you be missing?
3. What aspect of how we live now will seem insane in 20 years?
**Suggested Questions: Personal Philosophy**
1. What rule for life did you create after learning something the hard way?
2. When did you stop believing that everyone else had it figured out
3. What paradox about life have you learned to live with?
Data Pipelines Events Near You
Connect with your local Data Pipelines community
Detroit Introvert-Safe Online Speed Dating
💓 **Online Speed Dating Built for First Timers – Real Connections, Zero Pressure!**
**🔴 MUST READ: RSVP Alone Won't Get You In!**
To attend, you must: (1) Click your age group link below, (2) Complete registration, and (3) Finish the personality quiz. Limited spots available – register now before they're gone!
**📋 Choose Your Age Range Below to Register:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=network-for-active-local-singles-dating&ar=18-32&face_v=1.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=network-for-active-local-singles-dating&ar=30-46&face_v=1.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=network-for-active-local-singles-dating&ar=40-58&face_v=1.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=network-for-active-local-singles-dating&ar=55+&face_v=1.0)
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🤝 Tired of swiping with no results? Try real conversations instead! Online speed dating removes all the awkward parts of traditional dating. A friendly host guides you through each round, so all you have to do is show up and be yourself.
🎯 **Perfect for:**
- Introverts who shine in one-on-one conversations
- First-time speed daters seeking a welcoming, easy experience
- First-timers who want to date without the pressure of face-to-face meetings
- Busy professionals who value their time and comfort
**How It Works**
1. **Sign Up** – Click the registration link for your age bracket above.
2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening.
3. **Connect on Zoom** – No setup needed. Just click the link and you're in!
4. **Meet Your Matches** – Rotate through fun one-on-one rounds with Detroit singles who share your vibe.
5. **Discover Your Matches** – We'll notify you of any mutual interest after the event. The rest is up to you!
**Event Details**
- **Format:** Hosted live on Zoom – guided, fun, and stress-free
- **Location:** No venue needed – just a comfy seat and a good internet connection
- **Host:** Your personal guide through the evening – friendly, encouraging, and fun
- **Vibe:** Light-hearted, easy-going speed dates with open-minded Detroit singles
- **Accessibility:** Join from any device – laptop, tablet, or phone
- **Duration:** About 60–90 minutes of structured, fun conversations
**Frequently Asked Questions**
**How long are the conversations?**
Each round is a few minutes – long enough to feel a connection, short enough to keep things exciting!
**What happens after the event?**
We reveal mutual matches after the event. If you both liked each other, we help you connect!
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✨ The hardest part is clicking register. After that, we make everything easy. See you there! 💘 ✨
CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again.
We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all.
Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.
Data & Analytics Wednesday - The Data-Driven Brand
**The Data-Driven Brand: Using Analytics to Shape Perception**
Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory.
For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy.
She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps).
Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way.
**About Our Speaker**
Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Accidental Friends: How a DBA and an SRE worked together
The April Ohio North Database Training user group meeting will be held on **April 7th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Kayla Boor**.
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/22562814501129?p=w1cSxeUXFTVeIpZiMw)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**: Updates and 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
**Accidental friends: How a DBA and an SRE worked together to optimize the system.**
This session is focused on how to communicate effectively between teams to improve alert fatigue, performance, and observability.
\*\*NEW SPEAKER
\*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.
Global Azure - Columbus
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!
IxDA Chat ‘n Pancakes
Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty.
Join the local UX and Digital Design community for a casual monthly breakfast.
Look for us upstairs!
Prompt vs. Paintbrush
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)




























