Bayesian networks

**🐺🤝🇺🇸💼 Vienna Ventures Network (VVN)** **Weekly Professional Networking** **1st Thursdays In\-Person \| 8:00 AM – 9:30 AM** ### Anita's New Mexico Style Mexican Food 521 Maple Avenue East · Vienna, VA **Note:** All attendees are required to purchase breakfast. **Start your Tuesday morning with energy, opportunity, and the power of purposeful networking.** Each week the **Vienna Ventures Network (VVN)** holds a networking meeting designed to help serious professionals build relationships, exchange introductions, and grow their businesses. At Team Network, we believe that business grows through relationships built on Know-Like-Trust. Our meetings are structured, engaging, and focused on helping members become the answer when someone asks: “Do you know a great professional who can help with this?” **These meetings bring together entrepreneurs, professionals, and business leaders who believe that:** • If you have time to breathe, you have time to network • Quantity has a quality of its own • Consistent weekly engagement creates powerful referral relationships **During the meeting you will experience:** ✅ Structured professional introductions ✅ Referral opportunities and relationship building ✅ Insight from high-level professionals across industries ✅ Accountability and business development momentum ✅ A welcoming but serious environment for professionals who want to grow Our format increases the energy and opportunities in the room by bringing together members and guests, creating more connections, more referrals, and more value for everyone involved. **☕ In-Person Meeting (First Thursday of Each Month)** On the first Thursday of every month **8:00 AM – 9:30 AM**, Vienna Ventures Network meets in person at: ### Anita's New Mexico Style Mexican Food 521 Maple Avenue East · Vienna, VA giving members and visitors the opportunity to strengthen relationships face-to-face in a professional and engaging environment. **👥 Visitors Welcome** Professionals who are not yet members of Team Network are invited to attend up to two meetings as a guest. After that, those interested in continuing with the group are encouraged to apply for membership and claim their professional seat. Team Network is designed for professionals seeking a long-term marketing and business development cornerstone for their business. **Make this the year you Join the Team and Run with a Pack! 🐺🤝🇺🇸💪** **1st Thursdays \| 8:00 AM – 9:30 AM \| In\-Person** **All *OTHER* 8:00 am Thursday meetings take place on Zoom** Bring your energy, bring your introductions, and come ready to grow.

**Welcome to Team Network MoCo Home Team** 🐺🤝🇺🇸💪🦀 **We meet every Thursday 8:00 - 9:30 am** * The 1st Thursday we meet in-person. ### Habitat For Humanity ReStore 1029 E. Gude Dr. · Rockville, MD * All other Thursday meetings are on Zoom We're a high-energy, in-person networking experience built for professionals, entrepreneurs, and Mainstreet business owners who believe that strong local relationships create outsized business results. Rooted in Montgomery County, the MoCo Home Team brings together community-focused leaders who want to grow together, collaborate intentionally, and win as a group. This is not random networking or surface-level conversation. MoCo Home Team meetings are intentional, structured, and process-driven, designed to connect you with your true Power Play Partners—the professionals in complementary industries who can drive referrals, open doors, and create long-term opportunity. Every meeting is engineered to turn introductions into momentum. At the center of the experience is Team Network’s proprietary Wolf Pack Connect speed-networking system. This fast-paced, highly engaging format ensures that every attendee meets multiple high-quality professionals in a single morning, with clarity around who they serve, how they add value, and where collaboration makes sense. It’s efficient, energizing, and built to respect your time while multiplying your reach. **Expect a room filled with prepared business owners, trusted advisors, and local leaders** We show up ready to contribute—not just collect cards. Expect meaningful conversations, warm introductions that actually happen, and relationships that extend well beyond the meeting room. **Make it the year you Join the Team and Run with a Pack.** At Team Network, we believe one thing without hesitation: we are all always one introduction away—from the right client, the right partner, a breakthrough idea, or a powerful collaboration that can change our business, our community, or even the world. Let’s Go! 🐺🤝🇺🇸💪🦀 Thank you, Sabrina and Alena

Let's get together to play some fun BB level Double 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/)

Details **Location:** Bus Boy and Poets (K st) 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: Party Politics and the Future of the Two-Party System** For more than 150 years, American politics has been dominated by two major parties. While third parties have occasionally influenced elections or introduced new ideas, the Democratic and Republican parties have remained remarkably resilient. In recent years, public frustration with the current system has become increasingly apparent. According to a 2025 [Gallup poll](https://www.pewresearch.org/politics/2026/05/01/americans-continue-to-view-both-the-republican-and-democratic-parties-negatively/?utm_source=chatgpt.com), **62% of Americans believe the Democratic and Republican parties are doing such a poor job that a third major party is needed.** This dissatisfaction has led the percentage of Americans identifying as political independents to increase from **33% in 1988 to a record 45% in 2025**, **Questions to Consider:** 1. Could a third party ever find success within the near future? 2. Will the main parties see an increase in factionalism? (Socialist faction in the Democratic Party MAGA in the Republican Party) 3. Would electoral reforms such as ranked-choice voting or proportional representation improve political representation? 4. Is today's political polarization primarily caused by the two-party system? 5. What do you think American politics will look like 20–30 years from now?

Network with an average of 60+ business professionals, all attendees get an opportunity to give a 30 second elevator pitch, enjoy a light breakfast, 10 minute educational presentation on topics that change weekly, and enjoy networking before and after the meet up.

**NoVA CBG has a turn by turn RideWithGPS club account that's free. [https://www.meetup.com/novacbg/events/271742916/](https://www.meetup.com/novacbg/events/271742916/)** **+++++++++++++++++++++** **The Ride: Summary** **(Must Read)** **+++++++++++++++++++++** * RIDE NAME: Thirsty Thursday ("B" group) * START LOC: Jones Point Park (under the bridge) * START GPS: [https://goo.gl/maps/kZ3zjBHHcQF2](https://goo.gl/maps/kZ3zjBHHcQF2) * START PARKING: Parking lot, if full park in the cul-de-sac * ARRIVAL: 6:30pm * SPEECH: 6:35pm * ROLLING: 6:45pm * LEVEL: Medium ("B" group) * PACE: NMT 16mph * DISTANCE: 14.5 miles * TERRAIN: Trail / Street * RIDEWITHGPS ROUTE: CBG_THIRSTY_THURSDAY_2026 [https://ridewithgps.com/routes/40081486](https://ridewithgps.com/routes/40081486) **NOTES:** * Try out a Medium Level ("B" group) ride in an encouraging, structured environment (No Drop). * **Bike navigation computer (Garmin, Wahoo, Etc...) or RidewithGPS app on your phone will be required as the season progresses.** * All road riding safety rules, and CBG Good Guy rules WILL BE followed * Heading to Southside 815 afterwards for the "Thirsty" part of the ride (cold beverages and hot food). **+++++++++++++++++++++** **The Ride : Detail** **+++++++++++++++++++++** For your riding pleasure NoVA CBG presents Thirsty Thursday. Thirsty Thursday is about trying a solid Medium Level ("B" group) ride in an encouraging, structured environment. We welcome strong Beginner Level riders that are willing to push themselves to become better cyclists. This is a NO DROP ride so you will not be left behind but you are expected to really try to keep pace. The lead will go no more than 16mph and other organizers/helpers will attempt to "fill the gaps" as we ride. This is a mostly flat ride from Jones Point to Fort Hunt. Of course the "price of admission" for this ride is a hill that presents itself as soon as we enter the neighborhood across the GW Parkway... we have named it "The PUNISHER". If you successfully climb that hill, you are officially a CBG "B" group rider. Once we get to Fort Hunt we will do laps (or you can rest) for a bit before heading back the way we came. If you normally ride faster than 15mph you are welcome to practice your "keeping pace" skills. If you've done this ride at least once before and have the route loaded on a Bike navigation computer (Garmin, Wahoo, Etc...) or the RidewithGPS app there is also an "A" group version that you can sign up for (aka Very Thirsty Thursday) that rides independently and faster. **+++++++++++++++++++++** **The Meeting Spot:** **+++++++++++++++++++++** Jones Point Park Jones Point Dr. Alexandria , VA 22314 GPS: [https://goo.gl/maps/kZ3zjBHHcQF2](https://goo.gl/maps/kZ3zjBHHcQF2) Gather under the bridge by the restrooms. **+++++++++++++++++++++** **The Ride After The Ride:** ***(This is the "Thirsty" part of the ride)*** **+++++++++++++++++++++** Southside 815 815 South Washington St. Alexandria, VA 22314 703.836.6222 [http://www.southside815.com/](http://www.southside815.com/) **+++++++++++++++++++++** **Ride Level Chart** **+++++++++++++++++++++** NoVA CBG tries to accommodate all levels of cyclists by offering different types/levels of rides. We just ask that you come to the ride that suits your current riding ability the best. * Introductory Level: If you haven't ridden a bike in a number of years (or are uncertain of your abilities on a bicycle). * Beginner Level: You can ride for 10+ miles at a pace of 10+ to 12+ mph with potentially minor hills involved. * Medium Level: You can ride for 20+ miles at a pace of 13+ to 15+ mph with potentially moderate hills involved. * Advanced Level: You can ride for 20++ miles at a pace of 15+ mph with potentially major hills involved. Both Medium and Advanced Levels might require handling various challenges such as reading cue sheets, using a Garmin or navigation app, night riding, out of town travel, or any other odd cycling situations. **+++++++++++++++++++++** **The Fine Print:** **+++++++++++++++++++++** An RSVP of 'YES' is your digital signature and means you have read and understood MEETUP.com's: * "Terms of Service : Section 6. Release" found at https://www.meetup.com/terms/ * NOVA-CBG's "Assumption of Risk Agreement" found @ https://www.meetup.com/novacbg/pages/1942951/NOVA-CBG_Waiver/ * NoVA CBG's "COVID Policy" found @ http://bit.ly/2021_NoVACBG_COVID19_POLICY Helmets are required to participate in all NOVA-CBG rides. All riders ride at their own risk and with the understanding that cycling is an inherently dangerous activity. When coming to the meetup you do so voluntarily and are ready and able to participate in the ride as described under the conditions of the day. Be on time for the "pre-ride" preparation. If you do not attend the pre-ride preparation you will not be allowed to participate on the ride. There are NO exceptions to the above.

**NoVA CBG has a turn by turn RideWithGPS club account that's free. [https://www.meetup.com/novacbg/events/271742916/](https://www.meetup.com/novacbg/events/271742916/)** **+++++++++++++++++++++** **The Ride: Summary** **(Must Read)** **+++++++++++++++++++++** * RIDE NAME: Very Thirsty Thursday ("A" group) * START LOC: Jones Point Park (under the bridge) * START GPS: [https://goo.gl/maps/kZ3zjBHHcQF2](https://goo.gl/maps/kZ3zjBHHcQF2) * START PARKING: Parking lot, if full park in the cul-de-sac * ARRIVAL: 6:30pm * SPEECH: 6:35pm * ROLLING: 6:45pm * LEVEL: Advanced (A group) * PACE: Above 16mph * DISTANCE: 14.5 miles * TERRAIN: Trail / Street * RIDEWITHGPS ROUTE: CBG_THIRSTY_THURSDAY_2026 [https://ridewithgps.com/routes/40081486](https://ridewithgps.com/routes/40081486) **NOTES:** * To do this "A" version participation in a PREVIOUS Medium Level Thirsty Thursday ride is required. * Same RIDEWITHGPS ROUTE (the addition of the Evil Twin is Approved). * **Knowing the route is on you as there is no leader so having the route loaded on your bike navigation computer (Garmin, Wahoo, Etc...) or RidewithGPS app on your phone will be required.** * Only regroup is Fort Hunt (wait for Medium riders to fully arrive). * Ultimately the Medium Sweeper will be along if there are any issues. * All route, road riding safety rules, and CBG Good Guy rules WILL BE followed. **This is a ONE STRIKE statement.** * Heading to Southside 815 afterwards for the "Thirsty" part of the ride (cold beverages and hot food). **+++++++++++++++++++++** **The Ride : Detail** **+++++++++++++++++++++** For your riding pleasure NoVA CBG presents Very Thirsty Thursday. This is the Advanced Version ("A" group) of our traditional Thirsty Thursday ride. Same route, just faster, and without a lead or sweep. To qualify for this "A" group you must have participated in the Medium Level Thirsty Thursday. "A" group riders are expected to do the same route as the "B" group riders. You are welcome to do the Evil Twin hill as an added bonus. The only "stop" you need to make is at Fort Hunt. When at Fort Hunt you will wait for the "B" group to fully arrive. As part of the "A" group you will be expected to know the route or have it loaded on your bicycle navigation computer or RidewithGPS phone app. At some point, the "B" group riders will be coming up behind you so if there is a problem someone from CBG can/will assist. Most importantly: All route details, road riding safety rules, as well as CBG Good Guy rules WILL BE followed. Any evidence to the contrary will have repercussions. **This is a ONE STRIKE statement.** **+++++++++++++++++++++** **The Meeting Spot:** **+++++++++++++++++++++** Jones Point Park Jones Point Dr. Alexandria , VA 22314 GPS: [https://goo.gl/maps/kZ3zjBHHcQF2](https://goo.gl/maps/kZ3zjBHHcQF2) Gather under the bridge by the restrooms. **+++++++++++++++++++++** **The Ride After The Ride:** ***(This is the "Thirsty" part of the ride)*** **+++++++++++++++++++++** Southside 815 815 South Washington St. Alexandria, VA 22314 703.836.6222 [http://www.southside815.com/](http://www.southside815.com/) **+++++++++++++++++++++** **Ride Level Chart** **+++++++++++++++++++++** NoVA CBG tries to accommodate all levels of cyclists by offering different types/levels of rides. We just ask that you come to the ride that suits your current riding ability the best. * Introductory Level: If you haven't ridden a bike in a number of years (or are uncertain of your abilities on a bicycle). * Beginner Level: You can ride for 10+ miles at a pace of 10+ to 12+ mph with potentially minor hills involved. * Medium Level: You can ride for 20+ miles at a pace of 13+ to 15+ mph with potentially moderate hills involved. * Advanced Level: You can ride for 20++ miles at a pace of 15+ mph with potentially major hills involved. Both Medium and Advanced Levels might require handling various challenges such as reading cue sheets, using a Garmin or navigation app, night riding, out of town travel, or any other odd cycling situations. **+++++++++++++++++++++** **The Fine Print:** **+++++++++++++++++++++** An RSVP of 'YES' is your digital signature and means you have read and understood MEETUP.com's: * "Terms of Service : Section 6. Release" found at https://www.meetup.com/terms/ * NOVA-CBG's "Assumption of Risk Agreement" found @ https://www.meetup.com/novacbg/pages/1942951/NOVA-CBG_Waiver/ * NoVA CBG's "COVID Policy" found @ http://bit.ly/2021_NoVACBG_COVID19_POLICY Helmets are required to participate in all NOVA-CBG rides. All riders ride at their own risk and with the understanding that cycling is an inherently dangerous activity. When coming to the meetup you do so voluntarily and are ready and able to participate in the ride as described under the conditions of the day. Be on time for the "pre-ride" preparation. If you do not attend the pre-ride preparation you will not be allowed to participate on the ride. There are NO exceptions to the above.

**###THIS JULY'S IN-PERSON MEETING HAS BEEN CANCELLED** **We encourage everyone to celebrate America's 250th Year!** **Team Network Alexandria Lead Xchange (ALX) 🐺🤝🇺🇸💼** **We meet the 1st Friday of the month in-person at Founding Farmers** **###THIS JULY'S IN-PERSON MEETING HAS BEEN CANCELLED** **We encourage everyone to celebrate America's 250th Year!** **Weekly Professional Networking – Fridays \| 12:00 PM – 1:30 PM** Start your Friday afternoons with energy, opportunity, and the power of purposeful networking. **Alexandria Lead Xchange (ALX)** provides a dynamic networking meeting designed to help serious professionals build relationships, exchange introductions, and grow their businesses. **At Team Network, we believe that business grows through relationships built on Know-Like-Trust.** Our meetings are structured, engaging, and focused on helping members become the answer when someone asks: “Do you know a great professional who can help with this?” **These meetings bring together entrepreneurs, professionals, and business leaders who believe that:** • If you have time to breathe, you have time to network • Quantity has a quality of its own • Consistent weekly engagement creates powerful referral relationships **During the meeting you will experience:** ✅ Structured professional introductions ✅ Referral opportunities and relationship building ✅ Insight from high-level professionals across industries ✅ Accountability and business development momentum ✅ A welcoming but serious environment for professionals who want to grow Our team format increases the energy and opportunities in the room by bringing together members and guests, creating more connections, more referrals, and more value for everyone involved. **☕ In-Person Meeting (First Friday of Each Month)** On the first Friday of every month, Team Network Alexandria Lead Xchange (ALX) meets in person at the Founding Farmers, giving members and visitors the opportunity to strengthen relationships face-to-face in a professional and engaging environment. **👥 Visitors Welcome** Professionals who are not yet members of Team Network are invited to attend up to two meetings as a guest. After that, those interested in continuing with the group are encouraged to apply for membership and claim their professional seat. Team Network is designed for professionals seeking a long-term marketing and business development cornerstone for their business. **Make this the year you Join the Team and Run with a Pack! 🐺🤝🇺🇸💪** **All other Fridays of the Month \| 12:00 PM – 1:30 PM \| Join us on Zoom** [https://us02web.zoom.us/j/3013705351?omn=86761907059](https://us02web.zoom.us/j/3013705351?omn=86761907059) **Meeting ID:** 301 370 5351 **Passcode:** TmNetwork **Team Network Alexandria Lead Xchange (ALX)** Bring your energy, bring your introductions, and come ready to grow.

Call 202 797 9826 for more information and to register. Walk-ins are welcome! Refreshments are served. Your negative emotions can significantly impact your life and your relationships. Sometimes couples and friendships break apart simply because people couldn't manage their own negative emotions, such as anger, worries, anxiety, or depression. In this meeting, you will learn where these negative emotions come from, for you, and what you can do to start healing from them. YOU CAN DO SOMETHING ABOUT IT! And you can do it without medications, without suppressing these emotions inside yourself. You don't need to leave your loved ones. Come to this meeting and learn the answers. Our doors are open. **Refreshments will be served.** This group is created by the Dianetics & Scientology life improvement information center in Washington, DC.

Are past negative experiences hindering your ability to live a happy life? Are you ruled by negative emotions? Possibly you have a thought or emotion that hangs around for days and you just can't shake it. What is all this stress, anxiety, depression, acting out and self doubt? It's just crazy! It's not the real you. You **can** find out what is at the root of all this. There **IS** technology to relieve the pain of a lifetime. Areas you can be helped with: Control of unwanted emotions Lack of confidence Grief Anxiety Anger management Creating ideal relationships Depression Memory and more... This is an in-person class that can start you on the way to a better life, more confidence and less negativity. All the happiness you have lies within you. Let's find it! We only use natural proven techniques, called Dianetics; no drugs or labeling. This Zoom webinar is an introduction to proven techniques from the book "Dianetics, The Modern Science of Mental Health". This group is sponsored by the Dianetics and Scientology Life Improvement Center of Washington, D.C. Call 202-797-9826 with any questions and to register! You are welcome to arrive 15 minutes early for refreshments!

Have you had failures in relationships? Maybe a divorce or toxic relationship that left you broken and confused? Avoiding relationship is the last thing you want to do because it means you have given up, but how do you not make the same mistakes you have made in the past? How do you move on with a fresh start? In this meeting, you will * Find out what you need to do BEFORE you start dating again. * Discover who you really want in a relationship. * Find a complete new way to pick the right partner for you Come to this meeting and learn how to have a bright new relationship! This group is created by the Dianetics and Scientology life improvement information center in Washington, DC.

Socrates Café meets twice a month. Though this may be considered a "philosophical" group, there are no rules as to what is discussed. Usually, the topics revolve around social concerns, morality, and the first principles of things. Prior to each meeting we vote online for the questions we will discuss. That way, we will have enough time to ruminate on them and have more in-depth conversations. If you RSVP to a meeting, you may post your question in the event comments section below. I'll send out a survey for voting a few days prior to the meetup. We discuss two questions each night. So you will get to cast two votes in the survey. When we meet, we break into smaller groups of five to seven to discuss the top two vote-getters. Each group discusses one question for around 45-50 minutes, and we then take a short break. After reconvening, each group moves on to its second question. Hope to see you there! -Brian

**THE POWER OF THE SUBCONSCIOUS OVER YOU** You are welcome to arrive 15 minutes early for refreshments! At the lecture "The Power of the Subconscious", the speaker will clearly and understandably explain topics such as: * What is the exact definition of the Subconscious Mind? * How does it inflict unwanted feelings and anxiety in you? * What determines how much pressure it exerts on a person? * What exactly is the goal of the subconscious? This is not just a lecture where you sit quietly and listen. It's interactive and LIVE, so you can ask questions at any time. And the most important topic: **HOW DO YOU TAKE CONTROL OF YOUR SUBCOUNSCIOUS!** This group is sponsored by the Dianetics Life Improvement Center.

**The Annual Boomerang Ride is back and ready to deliver another unforgettable day in the saddle!** **🔥50-Mile Route – Ready to test yourself? Join the big boys and take on the full challenge. - https://ridewithgps.com/routes/36599221** **🚴40-Mile Route – Prefer a more conservative approach? Enjoy a great ride with plenty of fun and accomplishment along the way. - https://ridewithgps.com/routes/35568591** **Both routes will have one rest stop at the Royal Farms on on Deal Churchton Road.** **No matter which route you choose, one thing is certain:** **The Boomerang never disappoints!** **Great roads, great riders, and great memories await. So gather your crew, tune up your bike, and get ready to ride.** **Come catch the Boomerang! 🪃🚴‍♀️💨** **Your bike. Your fitness. Your ride. Your Boomerang.** **This is not an AVS event**

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

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

Build your network the fun and productive way! We have had THOUSANDS of amazing connections created at our luncheons over the last 9 years! Join us at the brand new North High Brewing, in Downtown Dublin, every 3rd Monday from 11:30am-1pm! The address is: 56 N High St, Dublin, OH 43017 There is plenty of free parking across the street in the Library Parking lot! All are welcome, and there is no charge for the event. Just purchase your own lunch! Whether you are a new networker, or a seasoned networker, you'll feel welcome from the time you arrive, and leave energized with all of your new connections! Arrive at 11:30am to enjoy some open networking in a very cool location! At 11:45am, everyone will be seated, order their own meals, and get to know their new table-mates! Beginning at noon, we provide the opportunity for all participants to be introduced and welcomed to the group. Having a good conversation and want to stay longer? No problem, we have a private room, so stay as long as you like. We do have a limited amount of space, so RSVP right away and please honor your RSVP! I will keep an eye out and close off the event once we reach capacity. See you at lunch! By attending an event with the CONNECTED Networking Group, Become a Better Networker, and/or Chris Borja, you are granting permission to the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, to have unlimited right, without charge, to use your likeness in photos, videos, recordings and in all media now known or hereafter created to be used and distributed in perpetuity for promotional and publicity purposes. By attending an event you agree to release the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, their staff, board of directors, members and their partners from any liability.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

CONNECTED – Grove City A casual, people-first networking gathering. CONNECTED – Grove City is a casual, people-first networking gathering. Join us for a relaxed, low-pressure space to meet new people, build real relationships, and have meaningful conversations — no sales pitches required. From 7:30–8:30 AM every 3rd Wednesday of the month at the Grove City Business Center. Coffee & baked goods available for purchase at Pick ’Em Up Joe's. Free street & public lot parking behind the building. Free to attend & open to all!

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)