Big Data
Meet other local people interested in Big Data: share experiences, inspire and encourage each other! Join a Big Data group.
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Frequently Asked Questions
Yes! Check out big data events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the big data events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find big data events near your location here. Connect with your local community and discover events within your area.
Big Data Events Today
Join in-person Big Data events happening right now
DC Code & Coffee - Southwest Library - Free Coffee!
DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop!
We typically meet every month on the weekend.
**Join our online community!**
For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel
**How it works**
Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.
Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware
Date: June 7 2026 Sunday 10:00 am - Noon EDT
Full title: Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware Co-Design Perspective
Summary: Reliable quantum computing requires co-design across the full stack, including algorithm structure, compilation, and execution, rather than isolated optimization of any single layer. This talk presents a unified framework in which these layers are jointly optimized under realistic hardware constraints. Structure-aware compilation exploits algorithmic interaction graphs to reduce circuit depth; joint optimization across mapping, term ordering, and algorithm parameters yields significantly improved success probability; and execution-layer analysis reveals that error mitigation effectiveness depends critically on circuit symmetry and native gate choice. While demonstrated on superconducting quantum processors, the underlying co-design principles are potentially transferable across architectures. Building on this foundation, the talk highlights machine learning as the key enabler for closing the feedback loop: data-efficient, parameterized noise models learned directly from workload execution data achieve substantially improved predictive fidelity over vendor models without the overhead of dedicated characterization. These insights situate the co-design perspective within the emerging framework of quantum deep learning. In this broader setting, the talk also presents an operational definition, a unifying taxonomy, and a benchmarking protocol grounded in explicit resource contracts.
Speaker: Dr. Yanjun Ji has an interdisciplinary research background in Physics and Computer Science. In 2020, she completed my Master's degree in Theoretical Physics at Saarland University. In 2024, she earned her Ph.D. in Computer Science at the University of Stuttgart. She is currently a postdoctoral researcher at Forschungszentrum Jülich. She is committed to interdisciplinary research at the cutting-edge convergence of quantum computing and artificial intelligence. Her research encompasses both foundational theoretical investigations and the development of practical applications, aiming to serve society and benefit humanity.
Moderators:
Dr. Pawel Gora, CEO of Quantum AI Foundation [Quantum AI Foundation](https://www.qaif.org/ "https://www.qaif.org/")
Dr. Sebastian Zajac, member of QPoland [QPoland - QWorld](https://qworld.net/qpoland/ "https://qworld.net/qpoland/")
UGANDA – 9 Days Murchison Falls, Big 5, Chimps & Gorillas Trekking
Check your bucket list with this amazing Safari which is tailored to give you a feel of five of Uganda’s Wild Parks, with this you are assured of viewing a number of animals which include the Zebras of Lake Mburo, The chance to see the Mountain Gorillas of Bwindi, Chimpanzees, Zebras and Antelope herds in Lake Mburo, the tree-climbing lions of Queen Elizabeth National Park’s Ishasha Sector and a day in between to relax and enjoy the wildlife.
Highlights
Visited Places:
* Kampala
* MURCHISON FALLS NATIONAL PARK
* KIBALE NATIONAL PARK
* QUEEN ELIZABETH NATIONAL PARK
* BWINDI NATIONAL PARK
* LAKE MBURO NATIONAL PARK
Travel Experience:
Wildlife watching (viewing lions, giraffes, hartebeest, buffalo, elephants, and many more)
Bird watching
Game drives
Gorilla trek
Chimpanzees
Local cuisine
Boat ride
Waterfalls
Walking/Hike
Tour Start
Kampala
Tour End
Entebbe
Flights
• Arrival: Day01 before 4pm (Flexible)
• Return: Day09 anytime after 7pm
Airport: Entebbe International Airport (EBB)
Itinerary
Day01
Kampala City
Day02
Murchison Falls NP
Day03
Murchison Falls NP
Day04
Kibale National Park
Day05
Queen Elizabeth national park
Day06
Queen Elizabeth NP
Day07
Bwindi National park
Day08
gorilla trekking - Lake Mburo NP
Day09
Lake Mburo NP - Entebbe Airport
Cost:
$3690 (Double Occupancy)
$4190 (Single Supplement)
Inclusions
Price Includes
* Park fees (For non-residents)
* Gorilla permits (One per person, non-resident)
* Chimp permits (One per person, non-resident)
* All activities (Unless labeled as optional)
* All accommodation (Unless listed as upgrade)
* A professional driver/guide
* All transportation (Unless labeled as optional)
* All Taxes/VAT
* Roundtrip airport transfer
* Meals (As specified in the day-by-day section)
* Drinks (As specified in the day-by-day section)
Price Excludes
* International flights (From/to home)
* Tips (Tipping guideline US$10.00 pp per day)
* Personal items (Souvenirs, travel insurance, visa fees, etc.)
* Travel Insurance
————————————————
For detailed itinerary and to reserve your seat follow the link below:
[https://www.bucketlistgrouptravel.com/tour/uganda-9-days-murchison-falls-big-5-chimps-gorillas-trekking/](https://www.bucketlistgrouptravel.com/tour/uganda-9-days-murchison-falls-big-5-chimps-gorillas-trekking/)
Questions?
Text / Call - 2023787696 - Himanshu - Organizer
What Would Machine Consciousness Look Like? A Report from Berkeley
What would it mean to take the possibility of machine consciousness seriously? To approach it as a question that may be studied with rigor?
At this DC Digital Minds gathering, group organizer **Jessie Mannisto** will report back from the **Founding Assembly for Machine Consciousness Research** in Berkeley, CA, where researchers and thinkers are working to develop the machine consciousness hypothesis into something more scientifically useful. We’ll talk about what kinds of evidence might support hypotheses of machine conscience or sentience, what concepts researchers are using, where the major uncertainties are, and why these questions may have ethical, social, and policy implications as AI systems become more capable and socially present.
This will be a casual conversation with a little structure: Jessie will give a short report-back from the conference, followed by open discussion.
No technical background required -- just curiosity, good faith, and a willingness to think carefully about a strange and important frontier.
Optional Pre-Read: [The Machine Consciousness Hypothesis](https://cimc.ai/cimcHypothesis.pdf)
Sunday Salsa Bachata Latin Night
Please join SalsaNow weekly at Sunday Latin Night at The Original Cancun Cantina.
Come experience Sundays at The Original Cancun Cantina with SalsaNow. Baltimore's largest dance floor and a favorite club for many years. Dance lessons start at 7:00 pm for beginner level, and at 7:45 pm for intermediate level. Enjoy a weekly rotation of area's best DJs as they play music starting at 8:30 pm until closing. We all have a lot of fun here and we hope you will join us every Sunday for a classy casual and very friendly salsa night experience.
Lesson Schedule:
7:00 PM Salsa Basics for beginners
7:45 Pm Salsa Patterns for intermediates
Cost: $10
The Original Cancun Cantina is located conveniently just off I-295 and I-95, close to the Baltimore Washington Airport with plenty of convenient free parking at 7501 Old Telegraph Road, Hanover, MD 21076
AI Meetup - all are welcome
Let’s talk about how you use AI, what you love and hate about it, learn from others and connect with your tribe!
Quads & Doubles Volleyball - Competitive intermediate/A
Let's get together to play some competitive quads and doubles volleyball.
**COST**: FREE
**Court Type**: Outdoor grass
**Minimum Skill Requirements**: Intermediate (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details)
Attention:
1. This event is **NOT on a first come-first serve** basis and players with higher skill level and players who can bring a net/ball will get priority over others on the wait list.
2. Since skill levels are **self-reported**, some new attendees may not meet the expected level. For doubles, we encourage you to choose a partner you can enjoy the game with, and since this a competitive event, it is okay if you make a strong team and win all the games.
3. Each person must help set up and take down one net, leaving some nets unset for latecomers.
4. Please answer all questions, so it's helpful for us to organize the event.
**Smiley Social documents:**
1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg)
2. [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit)
3. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/)
4. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)
Big Data Events This Week
Discover what is happening in the next few days
UGANDA – 9 Days Murchison Falls, Big 5, Chimps & Gorillas Trekking
Check your bucket list with this amazing Safari which is tailored to give you a feel of five of Uganda’s Wild Parks, with this you are assured of viewing a number of animals which include the Zebras of Lake Mburo, The chance to see the Mountain Gorillas of Bwindi, Chimpanzees, Zebras and Antelope herds in Lake Mburo, the tree-climbing lions of Queen Elizabeth National Park’s Ishasha Sector and a day in between to relax and enjoy the wildlife.
Highlights
Visited Places:
* Kampala
* MURCHISON FALLS NATIONAL PARK
* KIBALE NATIONAL PARK
* QUEEN ELIZABETH NATIONAL PARK
* BWINDI NATIONAL PARK
* LAKE MBURO NATIONAL PARK
Travel Experience:
Wildlife watching (viewing lions, giraffes, hartebeest, buffalo, elephants, and many more)
Bird watching
Game drives
Gorilla trek
Chimpanzees
Local cuisine
Boat ride
Waterfalls
Walking/Hike
Tour Start
Kampala
Tour End
Entebbe
Flights
• Arrival: Day01 before 4pm (Flexible)
• Return: Day09 anytime after 7pm
Airport: Entebbe International Airport (EBB)
Itinerary
Day01
Kampala City
Day02
Murchison Falls NP
Day03
Murchison Falls NP
Day04
Kibale National Park
Day05
Queen Elizabeth national park
Day06
Queen Elizabeth NP
Day07
Bwindi National park
Day08
gorilla trekking - Lake Mburo NP
Day09
Lake Mburo NP - Entebbe Airport
Cost:
$3690 (Double Occupancy)
$4190 (Single Supplement)
Inclusions
Price Includes
* Park fees (For non-residents)
* Gorilla permits (One per person, non-resident)
* Chimp permits (One per person, non-resident)
* All activities (Unless labeled as optional)
* All accommodation (Unless listed as upgrade)
* A professional driver/guide
* All transportation (Unless labeled as optional)
* All Taxes/VAT
* Roundtrip airport transfer
* Meals (As specified in the day-by-day section)
* Drinks (As specified in the day-by-day section)
Price Excludes
* International flights (From/to home)
* Tips (Tipping guideline US$10.00 pp per day)
* Personal items (Souvenirs, travel insurance, visa fees, etc.)
* Travel Insurance
————————————————
For detailed itinerary and to reserve your seat follow the link below:
[https://www.bucketlistgrouptravel.com/tour/uganda-9-days-murchison-falls-big-5-chimps-gorillas-trekking/](https://www.bucketlistgrouptravel.com/tour/uganda-9-days-murchison-falls-big-5-chimps-gorillas-trekking/)
Questions?
Text / Call - 2023787696 - Himanshu - Organizer
Meaningful Conversation and Coffee: Northside Social Arlington
Higher Grounds – Arlington is part of a growing network of gatherings where we create 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 Arlington who are also seeking deeper conversations.
Suggested Questions: Life Stages & Transitions
* What did you think you'd have figured out by now that you're still completely winging?
* When did you realize your parents' advice was for a world that no longer exists?
* What are you finally old enough to stop pretending to care about?
Suggested Questions: Identity After the Roles
* Who are you when nobody needs anything from you?
* What dream keeps resurfacing even though the "practical" time has passed?
* How do you handle having the freedom you always said you wanted?
Suggested Questions: AI & Being Human
* What human experiences will AI never truly understand?
* If machines handled all your have-to's, what would you actually do?
* What becomes more precious as everything becomes automated?
Suggested Questions: Belief & Meaning
* What certainties have you given up, and what rushed in to fill that space?
* How has knowing someone who died changed how you live?
* What do you believe now that would shock your younger self?
Suggested Questions: The Modern Psyche
* What anxiety do you carry that previous generations didn't have?
* Which of your survival strategies are you ready to retire?
* What uncomfortable truth about happiness did it take you years to accept?
Suggested Questions: Work & Purpose
* When did you stop believing that your job would complete you?
* What would you do for work if money and status weren't factors?
* How has your definition of "making it" changed over the years?
Suggested Questions: Relationships & Connection
* What relationship dynamic do you keep recreating, and why?
* When did you realize your parents were just people trying their best?
* What kind of loneliness doesn't go away even when you're with others?
Suggested Questions: Time & Mortality
* What are you running out of time to say or do?
* How differently do you spend your time knowing it's finite?
* What will you regret not trying, even if you fail?
Suggested Questions: Society & Culture
* What social convention do you follow even though it makes no sense?
* Which generation do you understand least, and what might you be missing?
* What aspect of how we live now will seem insane in 20 years?
Suggested Questions: Personal Philosophy
* What rule for life did you create after learning something the hard way?
* When did you stop believing that everyone else had it figured out?
* What paradox about life have you learned to live with?
Profs & Pints Northern Virginia: Psychedelic-Assisted Therapy
[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“Psychedelic-Assisted Therapy,”** on findings, debates and trends in the use of psychedelic substances to treat trauma and other conditions, with Whitney Marris, instructor at the University of Buffalo’s School of Social Work, certified psychedelic-assisted therapy facilitator, and consultant to clinical trials.
[Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/nv-psychedelic-assisted-therapy](https://events.ticketleap.com/tickets/profsandpints/nv-psychedelic-assisted-therapy) .]
Psychedelics are rapidly moving from the margins into the mainstream, and questions abound as the sociocultural and legal landscapes surrounding them shift. President Trump’s recent executive order expanding access to psychedelic drugs for certain conditions and accelerating research on them has both heightened interest and added to confusion.
Learn more about the so-called “Psychedelic Renaissance,” and get help separating the hope from the hype surrounding it, with Whitney Marris, a leading trainer and facilitator of psychedelic therapy who has used it to treat trauma survivors, military veterans, and people with cancer.
She’ll present foundational information on what we know about how psychedelics work. You’ll learn how psychedelic-assisted therapy differs from “trip sitting” and about what we know about the effects of “microdosing” versus “macrodosing.” We’ll examine what has been demonstrated to be helpful versus harmful before, during, and after a dosing session intended to support significant, sustainable change.
Marris also will discuss the historical and cultural context of the use of psychedelic medicines for healing, and she’ll describe the ethical challenges that arise as such practices move from counterculture to clinic. We’ll look at emerging and evolving findings in the field, as well as at the roles being played by various financial interests and ideologies in determining the direction of psychedelic-assisted therapy and research on its outcomes.
Attendees will gain an awareness of the need for new professional standards and regulatory guardrails related to such work, and they’ll leave knowing key questions to ask potential providers of psychedelic-assisted therapy. (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.)
Image by Canva.
Constellations Spring Rooftop Meetup
***For this event, we are opening a limited number of spots (about 15) to non-members who may be interested in getting to know our community while enjoying a relaxed social gathering.***
***Must purchase your ticket on [Eventbrite](https://www.eventbrite.com/e/neurodivergent-friendly-spring-rooftop-meetup-tickets-1989847052098) to be added to guest list.***
***This event is free for Constellations members.***
Join our[ free singles database](https://internal-icicle-6c4.notion.site/337184d944c780458ef2c61404a85be0).
Join us for stunning city views, comfortable indoor space, board games, light refreshments, and an opportunity for new connections.
This is our annual Spring Rooftop Meetup hosted by Constellations in downtown Washington, D.C.
\*\*\*[Constellations ](https://www.harringtonmatchmaking.com/constellations-membership)\*\*\**is a neurodivergent-affirming membership that supports adults in building friendships and romantic relationships. It is designed for those who want thoughtful pacing and guidance — without the timeline or cost of a full-service matchmaking package. Members receive access to a private member portal with coaching support, social events, and community spaces.*
Most attendees will be neurodivergent adults with low support needs in their 20s, 30s, 40s, early 50s. Some people attend to make friends and expand their social circle, while many others are single and open to dating and meaningful connection.
You can expect:
• A welcoming, low-pressure atmosphere
• Snacks, appetizers, and light refreshments
• Beer and wine available for those who choose to drink
• Board games and activity stations to help make conversation easier
• Comfortable spaces to sit, talk, and connect
Space is limited and advance registration is required.
To learn more about[ ](https://www.harringtonmatchmaking.com/constellations-membership)**[Constellations](https://www.harringtonmatchmaking.com/constellations-membership)**, visit our **[website](https://www.harringtonmatchmaking.com/constellations-membership)**.
[Contact us ](https://www.harringtonmatchmaking.com/contact) at [Harrington Matchmaking](https://www.harringtonmatchmaking.com) with any questions.
Yoga for Everyone – Gentle Flow & Meditation
Theme: Gentle Flow Yoga & Meditation
Level: Beginner to Intermediate
Time: Sunday 9:00 – 10:00 AM
Location: Bluemont park
Cost: Free
What to bring: Yoga mat, water, comfortable clothing
Location: Basketball court of Bluemont park, google map 38°52'06.2"N 77°07'52.0"W
Parking: South Bluemont Parking Area
About the session
*A gentle flow-based yoga session to move, stretch, and reconnect with your body.
We may include simple breathing techniques and a short meditation session.
- This is not a high-intensity class.
You are welcome to go at your own pace and take breaks anytime.
*Suitable for beginners and regular practitioners.
Notes
- Light food is recommended before practice
*Outdoor session: feel free to bring sunscreen, towel, or anything you need
- Please be mindful of your own body and practice within your limits
By joining, you acknowledge that you are responsible for your own health and well-being during the session.
About the host
200h Yoga Teacher Training (2019)
Long-term yoga practitioner and part-time teacher
🌿 May you find a moment of ease and connection in your practice.
**Smiley Social documents:**
1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg)
2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)
Easy Hike: 2-3 miles Lake Artemesia
**Lake Artemesia Walk – College Park**
Join us for a relaxed, easy-paced walk around beautiful Lake Artemesia. A chance to unwind, enjoy nature, and connect with others in a calm, welcoming setting.
We’ll walk the scenic loop, take in the lake views, and enjoy light conversation along the way. All fitness levels are welcome.
**Main parking lot:**
**55th Ave & Berwyn Rd**
College Park, MD 20740
Bring plenty of water, whatever you need for your hike, and your awesome authentic self. Keep it easygoing.
RELEASE OF LIABILITY & ASSUMPTION OF RISK AGREEMENT:
By being a member of this Group, RSVPing to any Activity, or participating in any Activity, You accept and agree to the terms and conditions described below:
1. You acknowledge that hiking in nature carries the risk of potential harm to yourself, including the risk of injuries such as broken bones or muscle/tendon injuries, illness, disability, or death.
2. You agree that You will at all times be responsible for Yourself and Your own safety.
3. You release and hold harmless with respect to all injury, disability, death, or loss of property, whether caused by negligence or otherwise, this group's leadership and members for the hikes that you participate in.
4. You acknowledge and agree that this Group is merely a collection of friends or potential friends who enjoy doing activities, and that in no event does any Organizer or Other Member assume any responsibility or liability for You.
5\. You agree not to sue and to release\, discharge\, waive and hold harmless all organizers and other members from and against all liabilities\, claims\, demands\, losses\, damages\, suits and proceedings\, for negligence\, carelessness or any other cause which you may have or that hereafter may accrue arising\, resulting from or related to your membership in this group or participation in any activity\.
Meaningful Conversation and Coffee. At Caffe Amouri in Vienna
Join us for conversations that go beyond small talk, diving into topics like the shifting nature of spirituality, the challenges and joys of midlife transitions, the impact of culture and capitalism, and the search for meaning in art, travel, and daily life. Our gatherings are about genuine, thought-provoking dialogue, with no set leader or strict agenda—just an open space to share ideas, perspectives, and experiences that matter to us. The direction of the discussion is shaped by everyone who shows up, making each event unique and enriching.
Come ready to share, reflect, and connect with others who are also seeking deeper conversations. Let the conversation flow from topic to topic. Optional questions are listed below.
Optional 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?
Optional Questions: Identity After the Roles
4. Who are you when nobody needs anything from you?
5. What dream keeps resurfacing even though the "practical" time has passed?
6. How do you handle having the freedom you always said you wanted?
Optional Questions: AI & Being Human
7. What human experiences will AI never truly understand?
8. If machines handled all your have-to's, what would you actually do?
9. What becomes more precious as everything becomes automated?
Optional Questions: Belief & Meaning
10. What certainties have you given up, and what rushed in to fill that space?
11. How has knowing someone who died changed how you live?
12. What do you believe now that would shock your younger self?
Optional Questions: The Modern Psyche
13. What anxiety do you carry that previous generations didn't have?
14. Which of your survival strategies are you ready to retire?
15. What uncomfortable truth about happiness did it take you years to accept?
Optional Questions: Work & Purpose
16. When did you stop believing that your job would complete you?
17. What would you do for work if money and status weren't factors?
18. How has your definition of "making it" changed over the years?
Optional Questions: Relationships & Connection
19. What relationship dynamic do you keep recreating, and why?
20. When did you realize your parents were just people trying their best?
21. What kind of loneliness doesn't go away even when you're with others?
Optional Questions: Time & Mortality
22. What are you running out of time to say or do?
23. How differently do you spend your time knowing it's finite?
24. What will you regret not trying, even if you fail?
Optional Questions: Society & Culture
25. What social convention do you follow even though it makes no sense?
26. Which generation do you understand least, and what might you be missing?
27. What aspect of how we live now will seem insane in 20 years?
Optional Questions: Personal Philosophy
28. What rule for life did you create after learning something the hard way?
29. When did you stop believing that everyone else had it figured out
30. What paradox about life have you learned to live with?
Big Data Events Near You
Connect with your local Big Data community
Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
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)
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
DoJo (Informal Python Meeting)
**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
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!
Microsoft Build - Columbus Edition!
We are bringing Microsoft Build sessions to Columbus Ohio!
The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us!
And yes, there will be free food. So please RSVP for a head count!
Azure CBUS June
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/




















