Stream
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Frequently Asked Questions
Yes! Check out stream events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the stream events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find stream events near your location here. Connect with your local community and discover events within your area.
Stream Events Today
Join in-person Stream events happening right now
Boot Scootin’ Hustle - Line Dancing Classes
🤠 Monday nights — Boot Scootin’ Hustle (Line Dancing)
Line dancing is an absolute blast — upbeat, energetic, and surprisingly addictive!
Wonderfully warm, welcoming vibe — the kind of people you’ll want to dance with every week.
Whether you’re a total beginner or just looking for somewhere fun to move, you’d fit right in!
Brighton Beach Bowls Club
2B South Rd Brighton
6:00 pm – 6:45 pm
$15 CASH or PAYID
May Madness Sale = 4 x line dancing classes for $40
Queer Meditation
Join Queer Meditation Melbourne for an evening of self-exploration and mindfulness in a safe and inclusive space. Start the event with a guided meditation session focused on promoting wellness, positive thinking, and spiritual growth. Connect with like-minded individuals from the LGBT community and enjoy meaningful conversations that nurture self-empowerment and consciousness.
After the meditation practice, we will engage in social activities, promoting healthy living and dining out experiences. This event is designed for gay men and gay and lesbian friends who are looking to nurture their spiritual journey while building connections within the community. Come together to foster a sense of belonging and support each other in a space that celebrates diversity and self-care.
Drag Trivia
**Third Monday of Every Month\, Trivia starts 7 PM \| Free Entry \| Prizes & Glory Await**
Strut in, sass up, and get ready to slay. Drag Trivia is taking over the Tavern.
Gather your crew, beat that mug, and prepare for a night where **charisma meets cunning** in a fabulous battle of brains.
Hosted in the heart of our bustling Fortress Tavern, this isn’t your average trivia night. Expect a **chaotic blend of pop culture, gaming, queer icons, fantasy, film, and fierce curveballs**, served with high heels and higher stakes.
🎁 **Epic Prizes**
🍹 **Themed & Fabulous Cocktails**
👾 **Gaming Lore & Curveball Rounds**
💃🏼 **Immersive Vibes. Medieval Energy**
Whether you’re here for the glory or just for the vibes, Fortress Trivia Night is your new Monday night quest. Entry is free, but tables fill fast, so rally your crew and **[book your spot](https://events.humanitix.com/melb-drag-trivia-fortress)**[.](https://events.humanitix.com/melb-drag-trivia-fortress) *Registered attendance on Meetup doesn't guarantee you a ticket.*
🤳Hosted by the fabulous **Lynn Duh**
**TERMS & CONDITIONS**
* *Fortress Melbourne is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.*
* *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.*
* *Minors are not allowed in the venue past 8:00 pm; as such, Drag Trivia is an 18+ Event*
* *Any drink tokens must be redeemed on the day of the event, and standard RSA applies*
* *No outside food or drinks.*
*More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*
“DanceTogether”-Ceroc Classes
A mix of dance classes, connections & laughter!
We love offering a diverse range of moves to keep things fresh and exciting, and it’s always amazing to see our dance community connecting on and off the dance floor. It’s all about coming together, learning, and having fun!
Brighton Beach Bowls Club
2B South Rd Brighton
7:00 pm - 9:30 pm
Beginner & Intermediate levels
$25 CASH or PAYID
Mighty Docklands Toastmasters Club Meeting
**🎤 Elevate Your Communication & Leadership at Mighty Docklands Toastmasters!**
Ready to level up your confidence, leadership skills, and public speaking prowess? Welcome to Mighty Docklands Toastmasters, where your journey to self-improvement begins!
🌟 What to Expect:
* **Expert Toastmasters Guidance**: Our sessions follow the proven Toastmasters framework, ensuring you receive the best possible support and mentorship.
* **Warm and Welcoming Atmosphere:** Immerse yourself in a friendly and vibrant environment, surrounded by like-minded individuals on their own journey of self-improvement.
* **Diverse community:** Connect with 15-20 like-minded people at every meeting.
Come and experience it for yourself! We welcome guests and newcomers alike, eager to meet anyone interested in advancing their public speaking and leadership abilities.
📅 **We meet every 1st, 3rd & 5th Monday of each month from 6:30 pm to 8:30 pm.**
***Please come by 6:15 pm, for a prompt 6:30 pm start. Visitors will not be allowed in after 6:30 pm due to access-controlled doors.***
✉️ Please email **docklandstoastmasters@gmail.com** for more information. Attending any Toastmasters meeting as a guest is free, however membership to Toastmasters International is a paid activity, details of membership fee etc will be shared over email post attendance.
📍**Find us at the Community Hub:**
The Community Hub at the Dock is the building **next** to the Library. There will be a signage at the access contolled front door.
Head down towards the library and then head past the park on the left. Entrance is from the street side. [Front of building](https://imgur.com/a/ugh5ay3)
Stream Events This Week
Discover what is happening in the next few days
No 86 - Stream, Transform, Act: Real-Time Intelligence in Microsoft Fabric
**Details**
Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts
**Agenda:**
5:30PM - 6:00PM Welcome and Networking
6:00PM - 7:00PM Speaker Session
**Topic:** Stream, Transform, Act: Real-Time Intelligence in Microsoft Fabric
**THE SPEAKER -** Heidi Hasting -
Heidi Hasting is a Business Intelligence professional and former software developer with over seven years experience in Microsoft products. She is an ALM/DLM enthusiast and Azure DevOps fan and co-founder and organiser of the Adelaide Power BI User Group. Heidi is a regular attendee at tech events including Azure Bootcamps, DevOps days, SQLSaturdays, Difinity and PASS Summit.
**THE SESSION**
An event occurs — a file lands, a sensor fires, a transaction completes — and you want something to happen. Whether it's streaming data, intermittent batch events, or a trigger the moment a file becomes available, that's all Real-Time Intelligence.
We'll dig into Microsoft Fabric's RTI stack, covering Eventstreams, transformations, and a medallion architecture built on Kusto tables in Eventhouses. We'll visualise it all with Real-Time Dashboards, then kick it up a notch with Activator triggers and a look at what's possible with Fabric Operations Agents and Fabric IQ.
**Sponsors:**
**Vivanti**
A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees.
**GET AI**
A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au
Sunday Arvo Drinks & Live Music
There's no better way to spend a Sunday arvo than drinks and live music at Hawker Bar. ☀️ Come along, soak up the tunes, and meet some great people from the Bayside community. Good vibes guaranteed. Whether it's your first event or you're a familiar face, come on down and introduce yourself. See you there!
Coffee & Dreams: Share Freely Over a Cup
☕ Let’s grab coffee and talk about what really matters our dreams.
Whether it’s something you’re working on, something you’ve been scared to start, or just a curious thought… this meetup is a safe space to share freely.
No pressure. No judgment. Just meaningful conversations with kind people.
🧠 Why come?
• Share your dream (or just listen!)
• Connect with thoughtful people
• Maybe get inspired to start something too
Bring: Yourself, a smile, and a dream.
[Telegram Group](https://t.me/+dV9wtoS3lzsxNDY1)
Saturday Morning Walk @ Ruffey Lake Park Templestowe 3106 🙋🏻♀️
Hi Radiant Ladies,
Join us for a refreshing Saturday walk at Ruffey Lake Park.
👭 Walk at your own pace
🐕 Dogs welcome
☕ Coffee after
🌦️ We walk every Saturday (unless it’s pouring)
New ladies welcome. See you!
Leanne & Lyn 💕
Team Up Tuesdays
*🎮 Play games. Make friends 🎲*
Make new mates every Tuesday night at Team Up Tuesdays: A fun, social gaming night at Fortress. Hosted in our Tavern, you can enjoy friendly team-based games in a welcoming, social environment.
**The Games 🕹️**
After checking in with our host, you'll be sorted into one of two teams. These two teams will go head-to-head across 3 rounds of casual games every week!
**The Prizes 🏆**
\- Fun prizes for everyone on the winning team
\- Spot prizes throughout the night
\- Best of all\, spending $15 on food or drinks gets you a spin on **The Wheel**: Your chance to win from a random selection of vouchers, merch and other fun prizes
**The Venue 🍻**
Held in our Tavern, you can enjoy hot food and cold drinks in a fun fantasy setting.
*See you next Tuesday!*
**TERMS & CONDITIONS**
* *Fortress Melbourne is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.*
* *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.*
* *Minors are not allowed in the venue past 8:00 pm*
* *No outside food or drinks.*
*More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*
Stream Events Near You
Connect with your local Stream community
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
Stream Adventure Night, Test Your Local Water - Granville
Hosted by Licking County Soil and Water Conservation District
**Stream Team Sampling Events**
Are you interested in the health of local rivers and streams? You can join the Licking County Soil and Water in a Stream Team assessment. These events are a night filled will fun in the water. We look at habitat, biology, and chemical parameters in waterways that indicate how healthy our water is!
We would love to see you at one of these events!
Family friendly. Free to attend.
June
Wildwood Park, Granville
Where: 785 W Broadway, Granville, OH 43023
Date: 6/11/2026
Time: 5:30 - 7:30 P.M.
July
Velvet Ice Cream, Ye Olde Mill
Where:11324 Mount Vernon Rd, Utica, OH 43080
Date: 7/9/2026
Time: 5:30 - 7:30 P.M.
🔥 Lincoln Street Salsa 🔥 Salsa, Bachata, and Merengue Dancing!🔥
**🔥 Lincoln Street Salsa HAS MOVED TO EVERY FRIDAY, NO MORE SATURDAYS!**
**🔥 Lincoln Street Salsa @ 1717 Brice Rd, Reynoldsburg 43068**
**🔥 Salsa, Bachata, Merengue Dancing!**
**🔥 NO PARTNER OR EXPERIENCE NEEDED!**
**🔥 Every FRIDAY, 8 pm - 1 am**
**🔥 8:00 pm - 8:30 pm = Registration**
**🔥 8:30 pm - 9:30 pm = Beginner Dance Class**
**🔥 9:30 pm - 1:00 am = Open Dance Party**
**🔥 LincolnStreetSalsa.com**
**🔥 Questions? Text Todd 614-774-8146**
Feel Good Friday: POWER BALLAD at the Gateway Film Center + SHAKE NO. 8!
Join us as we get together to see Paul Rudd in the latest comedy-drama-musical from John Carney, POWER BALLAD! The film follows a washed-up wedding singer, a fading boy band singer and a stolen hit song. Here’s a description, trailer and plan for this event:
DESCRIPTION: Rick, a washed-up wedding singer, and Danny, a fading boy band star, bond over music and a late-night jam session. When Danny turns Rick's song into a hit, Rick sets out to reclaim the recognition he believes he deserves. Power Ballad is written/directed by John Carney, the master of the modern musical and creative mind behind Once, Begin Again and Sing Street! It stars Paul Rudd, Nick Jonas, Peter McDonald, Marcella Plunkett, Havana Rose Liu and Jack Reynor.
BUZZ & ACCLAIM: The film premiered to rave reviews at this year’s Dublin International Film Festival where critics call it “a sure-fired crowd-pleaser” that “just might be the feel-good hit of the year!” Others say, “Paul Rudd delivers a career-best performance in this charmer” that’s both “hilarious and deeply moving!”
SUMMER OF ICE CREAM, VOL 2: SHAKE NO. 8! Ranked the #1 Ice Cream Shop in Columbus in 2024, this is the perfect place to kick off our Summer of Ice Cream and grab a sweet treat after the show! Their menu features an array of traditional, specialty and vegan shakes, hot cocoa, and more! You can check out their full menu here: [https://www.shakeno8.com/menu.php](https://www.shakeno8.com/menu.php)
PLAN: We’ll plan for a 7pm-ish showing and will meet in the lobby area about 20 minutes before the show. Once showtime is announced, advance ticket purchase is advised! Once you have yours, please list your seat number in the Comments section of this event. We'll head to nearby Shake No. 8 immediately following the show!
Should be a fun one, Dan
Fun & easy way to play more tennis (read event description)
We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches.
These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun!
Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up:
https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/
If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works.
Happy hitting!
- Scott
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs.
This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context.
We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing.
**SPEAKER BIO**
Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments.
https://www.linkedin.com/in/mosaic-basha-syed-92300856
**CALL FOR SPEAKERS**
Learn more: [https://www.awscolumbus.com/get-involved/](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/](https://www.veeam.com/)
**DIRECTIONS**
8800 Lyra Dr #450 · 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




















