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Frequently Asked Questions

Yes! Check out data visualization 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 visualization events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Data Visualization Events Today

Join in-person Data Visualization events happening right now

Speed Dating Night for 25-37yrs - 12 Fast Dates
Speed Dating Night for 25-37yrs - 12 Fast Dates
**Single? ๐Ÿ’”** **Over Dating Apps?** **Instantly Get The Dates!** **Meet Someone Today** โค . . **Book Through Link to Participate** ๐Ÿ‘‡ [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **Want To Meet Someone?** All your friends in relationships? Are you better at talking in person? . . **Get 12 Fun Dates in 1 Night** Easily Meet New People Find someone to share your life โ™ฅ Popular with professionals & everyday people . . **Simply Turn Up... โœ…** We do the rest for you Be introduced to each date So you can easily chat one on one . . **Ladies Sit & Men Rotate** Simply rotate every 5mins Get paired & meet each other ๐Ÿ‘‹ Most Come Alone, or Invite Friends . . **Click below to Be Matched (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **Thatโ€™s 12 Fun Mini Dates** Easily meet new people, And see what they're like Enjoy your privacy, I booked us the bar . . **Select Whoever You Like** Anonymously Tick Anyone You Fancy So thereโ€™s no fear of rejection 94% get matches the next day โœ… . . **With Equally Booked Ratios** (we advertise everywhere not just on Meetup) Thereโ€™s plenty of people to meet 50-60 attendees at each event! Most book early, so donโ€™t miss out . . **Must click below to Attend (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **Still Unsure? ๐Ÿ˜•** We Get It... But it's the easiest way To meet new people Try a new experience . . **It's Okay to Feel Nervous** It's easy once the first chat starts Every night youโ€™ll meet 12 singles Worst case, you'll make new friends . . **And If Itโ€™s Your First Time** Weโ€™re all in the same boat โ›ต Just turn up, Iโ€™ll find you a seat Every 5mins we rotate everyone . . **You Enjoy Fun Chats** Many have already found love Tick โ€˜yesโ€™ whenever you like someone Get your matches the next day โค๏ธ . . **It Builds Confidence** Even if youโ€™re new to the game, Youโ€™ll get better at meeting people Introduced to each new person Find friends & new connections . . **Always Heaps of Attendees** โœ… Each week I spend thousands on Google and Meta ads And keep ratios balanced 50:50 So thereโ€™s always plenty of people to meet โœ“ . . **Whatever Youโ€™re Looking For** Theyโ€™re only one 5min chat away Book now though the link below & find your someone today ๐Ÿ‘‡ View [Melbourne speed dating events](https://speeddatingsocial.au/) on our website
July 04 | Melbourne Singles Social (23-33) | KISMETRIX
July 04 | Melbourne Singles Social (23-33) | KISMETRIX
๐Ÿ’› KISMETRIX \| True Connection ๐Ÿ“ Alfie's Bar, 167 Franklin Street, Melbourne CBD ๐Ÿ“… Saturday, 4 July 2026 ๐Ÿ•™ 9:30 PM โ€“ 11:30 PM ๐ŸŽŸ Early Bird $15 \| Last Release $25 ๐Ÿฅ‚ Includes a welcome drink on arrival Melbourne Singles Social \| Ages 23โ€“33 Let's be honest. Meeting new people as an adult can be surprisingly hard. Most people already have their own friendship groups. Dating apps can feel repetitive. And approaching someone at a bar isn't always easy when you have no idea if they're interested in meeting anyone. That's why we created KISMETRIX. A relaxed Saturday night where everyone is single, most people come solo, and everyone is there for the same reason โ€” to meet new people, have a good time, and see where the conversation leads. No speed dating. No awkward icebreakers. No pressure. Just a fun night out with people who are genuinely open to meeting someone new. Whether you're looking for dating, friendship, new connections, or simply a better way to spend your Saturday night, you'll be surrounded by others doing the same. ## What to Expect ๐Ÿฅ‚ Welcome drink included on arrival ๐Ÿธ Full bar available throughout the evening ๐Ÿค Friendly hosts to help introductions happen naturally ๐Ÿ’ฌ A room full of Melbourne singles aged 23โ€“33 ๐ŸŽถ Great music and a social atmosphere where you can actually have a conversation โœจ A welcoming environment where showing up solo is completely normal ## Who Comes Along? Young professionals, creatives, entrepreneurs, students, and everyday people from across Melbourne. Some are looking for a relationship. Some are newly single. Some just want to meet new people and get off the apps for a night. Most guests arrive on their own, which is exactly what makes these events work. ## Why People Love These Nights Because everyone is open to meeting people. You're not interrupting friendship groups. You're not guessing who's single. And you're not trying to make a dating app profile sound more interesting than it needs to be. Just real people, real conversations, and a genuinely fun night out. ## Important Information โ€ข This is a hosted singles social event, not a speed dating event โ€ข A welcome drink is included with every ticket โ€ข Additional drinks and food are available for purchase at the venue โ€ข We aim for a balanced mix of attendees where possible, though numbers may vary โ€ข Respect, kindness, and consideration for others are expected at all KISMETRIX events โ€ข Tickets are non-refundable but may be transferred to another person KISMETRIX reserves the right to manage attendance and participation, including declining or removing entry where necessary, to ensure a positive and respectful experience for all guests. ## About KISMETRIX KISMETRIX hosts Melbourne singles events designed to help people meet naturally in real life. Whether you're looking to expand your social circle, meet new people in Melbourne, or explore dating opportunities, our events create a relaxed environment where connections can happen naturally. ๐ŸŒ kismetrix.com.au ๐Ÿ“ง social@kismetrix.com.au By purchasing a ticket and attending this event, you agree to follow the KISMETRIX Code of Conduct and Community Guidelines. Code of Conduct: kismetrix.com.au/code-of-conduct
July 04 | Melbourne Singles Social (30+) | Meet New People at Alfie's Bar
July 04 | Melbourne Singles Social (30+) | Meet New People at Alfie's Bar
๐Ÿ’› KISMETRIX \| True Connection ๐Ÿ“ Alfie's Bar, 167 Franklin Street, Melbourne CBD ๐Ÿ“… Saturday, 4 July 2026 ๐Ÿ•– 7:00 PM โ€“ 9:00 PM ๐ŸŽŸ Early Bird $20 \| Last Release $30 ๐Ÿฅ‚ Includes a welcome drink on arrival Melbourne Singles Social Event \| Ages 30\+ Looking for a better way to meet singles in Melbourne? Join KISMETRIX for a relaxed singles social in Melbourne CBD, created for people aged 30+ who value genuine conversation, meaningful connection, and meeting people in real life. This isn't speed dating. There are no awkward icebreakers, forced activities, or pressure to impress. Instead, you'll enjoy a welcoming social atmosphere where conversations can happen naturally over a drink, helping you connect with other Melbourne singles who are also looking to meet new people and build genuine connections. Whether you're recently single, returning to dating, new to Melbourne, or simply looking to expand your social circle, this event offers a relaxed and enjoyable way to meet like-minded people face-to-face. Most guests attend on their own, making it easy to join the conversation and feel part of the group. ## What to Expect ๐Ÿฅ‚ Welcome drink included on arrival ๐Ÿธ Full bar available throughout the evening ๐Ÿค Friendly hosts to help create a welcoming and comfortable atmosphere ๐Ÿ’ฌ Genuine conversations with other Melbourne singles ๐ŸŽถ Great music and a venue where you can actually hear each other talk โœจ A relaxed social experience focused on connection, conversation, and meeting new people ## Who This Event Is For This Melbourne singles event is designed for people aged 30+ who are looking to meet quality singles in a genuine and respectful environment. You'll meet a diverse mix of professionals, business owners, creatives, and interesting people who are open to making new connections. Whether you're hoping to find friendship, dating opportunities, or a long-term relationship, you'll be surrounded by people who are there for the same reason โ€” to meet real people in real life. ## Why Arrive Early? Guests who arrive closer to the start of the event often find it easier to settle in, meet more people, and enjoy the evening at a relaxed pace. ## Important Information โ€ข This is a hosted singles social event, not a speed dating event โ€ข A welcome drink is included with every ticket โ€ข Additional drinks and food are available for purchase from the venue โ€ข We aim for a balanced mix of attendees where possible, though numbers may vary โ€ข Respect, kindness, and consideration for others are expected at all KISMETRIX events โ€ข Tickets are non-refundable but may be transferred to another person KISMETRIX reserves the right to manage attendance and participation, including declining or removing entry where necessary, to ensure a positive, respectful, and enjoyable experience for all guests. ## About KISMETRIX KISMETRIX hosts Melbourne singles events and social experiences designed to help people connect naturally beyond dating apps. Our events bring together quality singles who value authentic conversations, meaningful connections, and meeting people in a relaxed and welcoming environment. If you're looking for Melbourne singles events, singles socials, or a better way to meet new people in Melbourne, we'd love to welcome you to the KISMETRIX community. ๐ŸŒ kismetrix.com.au ๐Ÿ“ง social@kismetrix.com.au By purchasing a ticket and attending this event, you agree to follow the KISMETRIX Code of Conduct and Community Guidelines. Code of Conduct: kismetrix.com.au/code-of-conduct
Syrian.
Syrian.
Italian Dineout MALVERN
Italian Dineout MALVERN
BeSocial. Real Talk Night (Prompt-Based Conversations)
BeSocial. Real Talk Night (Prompt-Based Conversations)
Join us for โ€œReal Talk Nightโ€ a deeper, more meaningful kind of meetup built around prompt-based conversations. Each session features thoughtful questions designed to spark honest discussions, fresh perspectives, and genuine connection. This is a space to go beyond small talk, share experiences, and be heard in a supportive, respectful environment. You can participate as much or as little as you like โ€” whether youโ€™re opening up or simply listening, youโ€™re welcome here. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co or let the event hosts know on the day.**
Join Royal Ian at the Darebin RSL
Join Royal Ian at the Darebin RSL

Data Visualization Events This Week

Discover what is happening in the next few days

Sunday Gaming Meetup & Social by Respawn
Sunday Gaming Meetup & Social by Respawn
Welcome to Respawnโ€™s Gamers Citadel! ๐Ÿ›ก๏ธ Come hang out, meet fellow gamers, and enjoy a chill vibe with great food and drinks. ๐Ÿฅค Entry is $3 or buy yourself a drink or food. ๐Ÿฒ At the โ€œGamers Citadelโ€, we provide the consoles for you and have two multiplayer (2-4 player) game stations (A, B, C and D). For our board games area you are allowed to BYO! ๐Ÿ˜ฏ โ™Ÿ๏ธ Currently available are: Switch, PS1, PS2, SNES, N64, Cardfight!! Vanguard, Yu-Gi-Oh! and more! If youโ€™re bringing anything, please DM us so we can accommodate. โค๏ธ Conditions of entry are to either purchase any food or drink of your choice and we will provide you a reusable badge to show that youโ€™re one of us! โœŒ๏ธ Whether youโ€™re a casual player or a hardcore fan, this is the place to be. Donโ€™t miss out on the fun! ๐Ÿคฉ Our games list is below! ๐Ÿ‘‡ Game Station A - PS3: 1st Game: Tekken Tag Tournament 2 2nd Game: Mortal Kombat 9 Game Station B - N64 Emulator - Dean: 1st Game: Conkers Bad Fur Day - 4 player. 2nd Game: Golden Eye 007 - 4 player. Game Station C - PS4 - Michael + Yousef 1st Game: Rocket League 2nd Game: Virtual Fighter 5 Revival Game Station D - TCG + Board Games: Pokรฉmon TCG YU-Gi-OH! TCG UNO JENGA BYO available! You can bring your own board games, controllers, equipment etc. ๐Ÿ‘ Follow us on Instagram: @respawn.social ๐Ÿ“ฑ Join us on Discord: https://discord.gg/phscMtBqpW ๐ŸŽง Find Respawn on Facebook: https://facebook.com/events/s/respawn-gaming-social-club-lau/940165205164472/ ๐Ÿ”— Visit our website for all info: https://intermingle.au/respawn/ ๐Ÿ‘ฉโ€๐Ÿ’ป
Casual Coffee Catchup (Monthly Event)
Casual Coffee Catchup (Monthly Event)
โ˜• **Girl Who Boss Coffee Catchup!** โ˜• Join us for a relaxed and casual coffee catchup, where like-minded women come together to connect, chat, and share ideas! Whether you're a career professional, entrepreneur, or creative, this is the perfect chance to meet other inspiring women in a welcoming and friendly atmosphere. *** **Hereโ€™s the agenda:** ๐Ÿ•š 10:00 AM - 10:30 AM: Welcome & Mingle ๐Ÿ’ฌ 10:30 AM - 11:30 AM: Casual Conversations & Coffee ๐Ÿค 11:30 AM - 12:00 PM: Networking & Wrap-Up No formalities, no pressureโ€”just a space to enjoy great company, share experiences, and make new connections over coffee. โ˜•๐Ÿ’– These meetups are a great way to ease into networking while building friendships in a laid-back setting. Looking forward to catching up with everyone! ๐ŸŒŸ Feel free to message me if you have any questions. See you there! ๐Ÿ˜Š Wondering why our events are sometimes ticketed, or have questions about our pricing? We've written about it [here](https://open.substack.com/pub/girlswhoboss/p/accessibility-sustainability-and?utm_source=share&utm_medium=android&r=4apm4h).
Silent Friend - 4:20 p.m. Sunday 5/7 at Cinema Nova
Silent Friend - 4:20 p.m. Sunday 5/7 at Cinema Nova
With Lea Seydoux and Tony Leung. โ€œImmersing yourself in the daze of Silent Friend is like accepting a joyous gift, even if you donโ€™t ultimately believe that plants can or want to communicate with us. With her exquisite new work, Ildikรณ Enyedi has achieved the improbable goal of making non-human, humanistic cinema that is inclusive and reverent without falling into idolization (of plants) or condemnation (of humans).โ€ The Film Stage. โ€œPlenty of things happen, but Silent Friend isnโ€™t traditionally plot-driven. Itโ€™s a film of sprawling ideas that float around like pollen, with some particles creating marvelous blooms.โ€œ New York Times. We will meet at the Nova Bar from 3:45 p.m, onwards, please book your tickets early. Stefan - 0437777522
Sunday Reset: Walk, Talk & Brunch
Sunday Reset: Walk, Talk & Brunch
Ease into your Sunday with a calm walk, meaningful conversation, and brunch with new people. This event is all about slowing down, getting out of the house, and connecting with others in a relaxed setting. Weโ€™ll start with a casual walk at the Fitzroy Markets so conversations can happen naturally, then continue the morning over brunch. Itโ€™s perfect if you want to meet new friends without the pressure of a big social event. You can come by yourself, bring an open mind, and let the conversation unfold. Weโ€™ll include a few simple BeSocial prompts to help break the ice and make it easier to get to know each other. Whether youโ€™ve had a busy week, recently moved, or just want to build more real-life connection, this is a gentle way to reset and start the week feeling more connected. **Perfect for:** brunch lovers, Sunday walkers, people who prefer small groups, and anyone looking for genuine conversation. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**
Expand Your Social Circle - Sunday walk? coffee? Bite? (Williamstown)
Expand Your Social Circle - Sunday walk? coffee? Bite? (Williamstown)
**\-\-\- Follow Us & Get Update On Instagram \-\-\-** [www.instagram.com/kudos2friends](http://www.instagram.com/kudos2friends) We will meet at the starting point, take a pitstop for a coffee, then a long walk along the esplanade and finish off at the Gem Pier. You are welcome to stay back for fish n chips bite or check out some of the locals delicacy by the Gem Pier. If you donโ€™t feel like coffee/bite, you are welcome to just join us for a walk. Take it slow and start from there. Come join us for a chilaxing catchup! **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30mins in advance. We will wait up to 15mins before heading off. Once we start, we won't be able to keep track with messages. **\-\-\- RSVP/ Change of Plan \-\-\-** If you change your plan or decide not to attend. Please update your RSVP, so others can attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, weโ€™d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **\-\-\- Heylo App \-\-\-** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case ofโ€ฆ** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.
Coffee and connection (tickets)
Coffee and connection (tickets)
Your fav event is back!! Join us for a coffee and connections as the most popular events for the group, Caulfield park. Tickets here: [Coffee and connections - Caulfield](https://www.trybooking.com/DNICI) Itโ€™s very casual and staying in the theme of non-alcohol events, grab your coffee and come make some connections. Meeting at 1:30pm and go until 3:30pm or so but people tend to hang around Oscar, whoโ€™ll be in rainbow, in the middle over by the lake. Balaclava Rd Side. **SEE PINNED MAP!** Youโ€™ll see him in rainbow shirt. Itโ€™s a mixer in the park, where the host Oscar will mix and move you around so youโ€™re able to chat, mingle and connect with range of different people. This mixing and moving helps break up dynamics and gets people chatting to array of people. Dogs welcomed as well!

Data Visualization Events Near You

Connect with your local Data Visualization community

Data & Analytics Wednesday - Learning from Everyday Data
Data & Analytics Wednesday - Learning from Everyday Data
**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 thatโ€™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 analystโ€™s daily practice. Sometimes itโ€™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. Thereโ€™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, weโ€™ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. Youโ€™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 donโ€™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)
CBusData - Highlights and Hidden Gems in SQL Server 2025
CBusData - Highlights and Hidden Gems in SQL Server 2025
Highlights and Hidden Gems in SQL Server 2025 With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session! Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 โ€“ the good, the "not quite ready for prime time", and the hidden awesomeness.
IxDA Chat n Pancakes
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), weโ€™re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why Iโ€™d even want to. Thanks to the team at Nationwide of supporting the group.
AWS Columbus User Group - Topic to be announced
AWS Columbus User Group - Topic to be announced
Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 ยท Columbus, OH go to 4th floor. **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
Casual Boardgames - make friends, then beat them in games
Casual Boardgames - make friends, then beat them in games
Welcome to Casual Boardgames, where we enjoy classic tabletop games and social deduction games while bonding over good food, drinks, and great conversations. โ€ฉWe started this group to meet new people and make new friends, and bonding over games in a relaxed atmosphere is a great way to do that. We currently meet near route 23 and Polaris Parkway, and this is close to areas like Powell, Lewis Center, Worthington, and parts of Westerville and Columbus. โ€ฉFeel free to bring your own games or play one of the many games our members bring. If you are inexperienced, we will help you learn. โ€ฉHere are just a few examples of the kind of games we play. โ€ฉTabletop/board games: Splendor, Catan, Azul, Dominion, 7 Wondersโ€ฆ โ€ฉSocial deduction games: Code Names, Chameleon, Werewordsโ€ฆ โ€ฉIMPORTANT: โ€ฉ1. While we love playing a variety of games and competing, we are not just about the games. We interact and talk while playing, and this leads to a lot of laughter and fun. If you just want to compete and focus solely on the game, then this is probably not the group you are looking for. โ€ฉ2. Many people join groups like this and never (or rarely) show up after weeks or months. If you join and never really come, we will eventually remove you from the group as a courtesy to our members. Why? Because limiting group conversations (on the app) to regular members makes communication and planning much easier. Also, while it may be rare, it protects members from people who join because they are interested in following a person instead of having a real interest in our group. If you get removed, it is just because you havenโ€™t come, and we follow this protocol as a courtesy to our regular game players.
Stop Guessing: How to Measure and Improve LLM Outputs
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it โ€œseems good,โ€ 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, weโ€™ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. Weโ€™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. Weโ€™ll cover: * Why โ€œit looks goodโ€ 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 โ€” and where humans still need to stay in the loop By the end, youโ€™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.
NFT AI ART Columbus
NFT AI ART Columbus
NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.