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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
Community Dinner: Where strangers become friends
**We’re really excited about this one!**
Following the success of our first community dinner, Chris (from 100 Coffee Movement) and I are hosting a second. This is a simple, warm space to share a meal, have good conversations and meet new people.
We’ll also have a few light, fun activities to help you mingle naturally (nothing forced, don’t worry).
The cost for this event is **$5** per person, which will cover the food and venue fees. No profits are made here; everything goes straight into making the community event happen.
Payment details:
BSB - 063106
Account number - 10989323
**Payment confirms your spot.**
Really looking forward to seeing you there. These spaces are only as special as the people in them, and it’s been amazing so far.
Thanks again for supporting our community.
***
Refunds: We prepare the meals based on the number of people attending, so unfortunately refunds aren’t available. If you can’t make it, feel free to pass your spot on to a friend :))
Sunday Morning Chill Run
How about we kick off the best day with a jog and coffee together?
Trust me, you won't want to miss out!
🏃♂️Training menu🏃♂️
Every Sunday 8:00~
Fed Square Assembly
【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】
If you have luggage, please consider using the lockers at the station.
💥40~60 min Jog+Walk
Pace: Easy pace, suitable for beginners. If you got tired, let's walk together.
【schedule】
8:00 Gathering
8:10 Start
9:00 End of training
Challengers we are waiting for you 😊
Invictus Quartet Live Concert
Fantasy? Video games? Anime? Whatever your jam, we've got something for you 🎶
Join Invictus Quartet at Fortress Melbourne for a live journey through iconic worlds - from Middle-Earth and Hogwarts to Hyrule, Westeros, Paradis Island and beyond.
Featuring pop culture favourites from film, gaming, and anime, this one-hour concert is packed with nostalgia, adventure and unforgettable melodies.
🎟️ $35 including a free drink
📆 Saturday May 9
⏳ 5pm & 7pm (doors open 30 minutes prior)
🪑 Seating is first come first served
**[Book now! ](https://events.humanitix.com/invictus-quartet)***Registered attendance on Meetup doesn't guarantee you a ticket.*
Stream Events This Week
Discover what is happening in the next few days
Digital Marketers Australia Conference Melbourne 2026
After another run of sold-out events, we’re bringing the industry’s top operators back together in Melbourne for two days of high-level, actionable marketing.
This isn’t a generic business or startup event.
Everything is focused on one thing: **what’s actually working in digital marketing right now**.
Across the two days, you’ll see real campaigns broken down step-by-step — from AI-driven strategies and paid media scaling systems, to SEO in an AI-first world, content that converts, and marketing systems that drive revenue.
No fluff. No recycled theory. Just proven strategies you can implement immediately.
You’ll be joining 250+ marketers, founders, and operators in Melbourne for what will be a fast-paced, high-value two days.
Full details available here:
[www.digitalmarketersaustralia.com](http://www.digitalmarketersaustralia.com)
**Your ticket includes:**
* 2 full days of content (9am–5pm both days)
* DMA Networking Night with all attendees (drinks included)
* Presentation slides from every session post-event
**You’ll walk away with practical strategies in:**
* AI tools for marketing and automation
* SEO in an AI-driven landscape
* Paid ads across Meta, Google, TikTok and more
* Growth systems and scaling frameworks
* Content and short-form video that converts
* Email and conversion optimisation
* Personal branding and founder-led marketing
* UGC and creative strategies
And a lot more.
If you’re serious about staying ahead in 2026, this is where you need to be.
Sacred Roads, Empty Nights: Fellini in Contrast
Step into the world of Federico Fellini for an afternoon of conversation centered on two of his most iconic films: La Dolce Vita and La Strada. This meetup is dedicated entirely to discussion—no screenings, just a deep dive into Fellini’s evolving vision of humanity, spirituality, and modern life.
We’ll explore the contrast between the sprawling, decadent Rome of La Dolce Vita and the intimate, poetic journey of La Strada. How does Fellini move from the innocence and cruelty of Gelsomina’s world to the disillusionment and spectacle surrounding Marcello? What threads—emotional, philosophical, and visual—connect these seemingly different works?
Whether you’re drawn to Fellini’s surreal imagery, his compassion for lost souls, or his critique of modern society, this session invites you to share interpretations, challenge ideas, and uncover new layers in two masterpieces of cinema.
Come prepared with your thoughts, questions, and curiosities.
OSHO Full Day Meditation May 10th, 2026
Beloved Friends ![🙏]()
With joy in our hearts, we invite you to gather for a full day of Osho Meditation — a day to move, breathe, celebrate, and rest deeply in silence together.
 Date: 10th May
 Time: 7:30 am – 5:30 pm
 Venue: Elwood Angling Club, Foreshore, Elwood, VIC 3184
This special day offers a nurturing space to step out of the busyness of daily life and enter a field of awareness, energy, and inner stillness.
We will be sharing Dynamic Meditation along with other powerful active Osho meditations, creating space for expression, release, celebration, and silence.
Through movement, laughter, sound, and quiet sitting, we allow the energy to flow and the mind to relax naturally.
A wholesome vegetarian breakfast and lunch will be lovingly prepared, so you can simply relax and be nourished in both body and being.
This is a pre-booked event, and places are limited.
 To reserve your place, please book your ticket here: [[https://www.trybooking.com/DLVPE](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.trybooking.com%2FDLVPE%3Ffbclid%3DIwZXh0bgNhZW0CMTAAYnJpZBExMDhoRWZqdTZqc0x6NGxmbnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR5kPEDyz5ScelUI3blv3fOMz9g1NxjWFAYC3FyxxyzCq_lnDMg0fKiXjasI9w_aem_HziHW_fbPlRw9QKtorohCg&h=AT7bcY5SCnPdCDud9tdkK7QlwqGEkLn3yWrZZ1UnAG3vcMheeSfuBpayoPAvZnz-6xRUQgPP3DVeInwGCL02nf4dR0RNpmgLMwnGmf4yuW8nQF9lHi31SS0aDUSDlPbzVby3_mKE0tUp9z3-u5ZS8cBW8X9ROEPp&__tn__=q&c%5B0%5D=AT5E6TqaktCAA8IDH5Iym6seGSga-9WCQJBwhHXzdFiqTyxunYFKpCXpG3MslTWK4CGelYRlyFt5lenxpTrAiYD-0Jvw5lVZO3_x63Ht2bM_0sASwRTAAC5mEvlceunv9VhudRUvqdbTHHRFIVM3RGNZzbar344VBJQ)]
Kindly confirm your attendance by 7th May so we can prepare everything with care.
Whether you are new to meditation or already walking the path, you are most welcome.
Looking forward to sharing this beautiful day together ![🙏]()
Westerfolds Park and brunch 🐕🐩
**You and doggies are welcome today for an easy 10km stroll, followed by brunch when we’re finished at a nearby cafe.**
**We’ll meet in the Swamp Gum carpark and start off along the Westerfolds Park circuit track, before we veer slightly off track at the rapids lookout point. Here we leave the circuit path and make our way around to the stunning suspension bridge. We’ll stop for photos and a bit of ‘off lead’ time for the doggies once we’re over the bridge.**
**Then we’ll head back crossing the suspension bridge and re-joining the latter half of the circuit path for the return to the carpark before a short drive to Down The Rabbit Hole cafe for a good brunch.**
**An easy day’s stroll with a good brunch at the end, not too taxing even for the little doggies. You won’t need any backpacks today; Maximum elevation of 80m. Just a water bottle will do.**
**There are toilets and water stops throughout so you won’t need to bring extra for the dogs.**
**The park is accessible by public bus 293 from Box Hill station.**
[Rabbit Hole Cafe](https://www.google.com.au/search?client=safari&hs=1Pop&channel=41&sca_esv=b493f18cdd742725&cs=0&output=search&kgmid=%2Fg%2F11g6ymsq0t&q=Down%20The%20Rabbit%20Hole%20Cafe&shem=rimspwouoe&shndl=30&source=sh%2Fx%2Floc%2Fact%2Fm4%2F3)
Mangala Sutta Lecture Series
Join us for the Mangala Sutta
Lecture Series -a journey into
wisdom, blessings, and practical
teachings for everyday life.
Guided by Shifu Shengchi, this
8-week series explores the
timeless teachings of the Mangal
Sutta, offering insight into how to
cultivate true happiness, harmony
and well-being.
Starting: April 12,2026 (Every
Sunday)
Location: 7/663 Malvern Roac
Toorak VIC 3142
Weekly Schedule:
10:30 - 11:00 Baduanjin Qigong
(Eight Brocades)
11:00-12:00 Nianfo Meditatio
12:00-13:00 Vegetarian Lunch
13:00-14:00 Mangala Sutta
Dharma Talk
Whether you are new to
Buddhist teachings or looking
to deepen your practice, allare
welcome.
Write Now
We are moving to a new platform and will be only running the new platform in 2025. please signup here: [https://www.downtomeet.com/Melbourne-Writers](https://www.downtomeet.com/Melbourne-Writers)
This is the time to write whatever it is you want to write.
\-\-\-\-\-\> IMPORTANT <\-\-\-\-\-\-\-
We ask for the Nook which is to your left as you go in, but it is not always available. Ask for the table under "Mat Clarke".
Sometimes we do not have an official host, so please say hi to people as they arrive and make everyone feel welcome.
Thanks.
No limitations. Come along and bring your laptop or pen and paper and work on whatever you want.
There are no rules :)
You can write.
You can chat and write.
You can share your work. Or not share your work.
(If you need silence to concentrate then headphones are a good idea considering it is in a cafe/bar.)
Coffee, hot chocolate, etc., available to buy. Also food and drink. Please buy something to show our thanks for the space they give us free of charge.
There are some people that will want to chat, but most will be writing. So bear that in mind.
See you there :)
\-\-\-\-\-\-Please only RSVP if you can make it\-\-\-\-\-\-\-
\-\-\-\-\-\-Un\-RSVP if you need to cancel\-\-\-\-\-\-\-
We're booking the area, so we will need you to turn up if you say you are coming. Thanks.
Thank you,
Melbourne Writers.
Great Links:
Facebook: https://www.facebook.com/MelbWriters
Website: www.worldwriterscollective.com
Twitter: https://twitter.com/MelbCityWriters
Blog: http://melbournewriters.wordpress.com
**Help us by adding to these social pages and site**
Stream Events Near You
Connect with your local Stream community
Unknown Number: The High School Catfish
IMPORTANT!!! THE DATE OF THIS EVENT HAS BEEN CHANGED TO SUNDAY MAY 17, 2026!!!
A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025.
The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed.
IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks.
Please be ready to discuss the movie by 7PM. Thanks.
Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.
🔥 Lincoln Street Salsa 🔥 Salsa, Bachata, and Merengue Dancing!🔥
**💥 Join us THIS Saturday and EVERY Saturday!**
**💥 At Columbus’ Hottest New Salsa Venue!**
**.**
Lincoln Street Salsa
THIS Saturday and EVERY Saturday!
8 pm – 1 am
**.**
**💥 Gorgeously Renovated Studio!**
**💥 Free Parking!**
**💥 BYOB!**
**💥 Easy Access from Highway!**
**.**
Lincoln Street Salsa
1717 Brice Rd
Reynoldsburg, Ohio 43215
**.**
**ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING**
**Behind Anthony’s Pharmacy!**
**.**
**PLEASE SHARE and help get the word out!**
**.**
**🟣 Salsa, Bachata, and Merengue Dancing!**
**.**
**🟣** 8:00 pm – 8:30 pm
**𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻**
**.**
**🟣** 8:30 pm – 9:30 pm
**𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!**
**.**
**🟣** 9:30 pm – 1 am
**𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!**
**.**
**✅ Questions?**
**Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)**
Or Text Todd: 614-774-8146
**.**
**✅ No Experience Necessary!**
**✅ No Partner Required!**
**✅ Plenty of People to Dance With!**
**.**
**✅ $15 Cash / $16 Card**
**✅ College Students $5 Off with Valid ID!**
**✅ BYOB**
**✅ Age 18+**
**.**
**✅ Lincoln Street Salsa is the perfect place for…**
**.**
**👉 Learning to Dance**
**👉** Social Dancing
**👉 Birthday Celebration**
**👉** Bachelorette Parties
**👉 Girl’s Night Out**
**👉 Date Night**
**👉** Getting Fit / Burning Calories
**👉 Meeting New People**
**👉** Having Fun, Fun, Fun!
**.**
✅ **Questions?**
Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/")
Or Text Todd: 614-774-8146
.
"Under the Oak Tree" by Suji Kim
Join us for lunch/tea at Asterisk Supper Club to discuss our May book "Under the Oak Tree" by Suji Kim
Lady Maximilian is the daughter of the powerful Duke Croyso, but she is rarely allowed outside her family’s sprawling castle for fear that her stutter will tarnish their noble name. When she is forced to marry Sir Riftan, a lowborn knight caught in one of her father’s schemes, Maxi doesn’t dare hope for happiness, let alone love. Her stumbling communication and his gruff manner sour their relationship before it can begin, and Riftan leaves without a word the morning after their vows are exchanged.
Now, three years after their disastrous wedding night, Riftan has returned as a war hero. To Maxi’s surprise, despite rumors that he was offered marriage to Princess Agnes, a beautiful and renowned sorceress, Riftan still wants Maxi for his wife. And when he comes to claim her, his longing becomes a desire that bewilders Maxi, even as she is overcome by the scorching heat that Riftan’s presence ignites within her. As she learns to navigate the intricacies of her new life, Maxi will find herself and her courage, and discover that she is anything but powerless.
Choose Your Movie: THE SHEEP DETECTIVES vs HOKUM at Cinemark Stoneridge!
Join us as we get together to see your choice of two VERY different movies – one sweet and wholesome – the other a terrifying folklore horror! Option 1 is the fun whodunnit-action-comedy-mystery led by Hugh Jackman, THE SHEEP DETECTIVES! Option 2 is the top-reviewed supernatural-horror-thriller starring Adam Scott, HOKUM! Here’s a description, trailer and plan for this event:
THE SHEEP DETECTIVES: Every night a shepherd reads aloud a murder mystery, pretending his sheep can understand. When he is found dead, the sheep realize at once that it was a murder and think they know everything about how to go about solving it. The film is directed by Kyle Balda and take a look at this ensemble cast: Hugh Jackman, Nicholas Braun, Molly Gordon, Hong Chau and Emma Thompson and the voices of Julia Louis-Dreyfus, Bryan Cranston, Chris O'Dowd, Regina Hall, Patrick Stewart, Bella Ramsey, Brett Goldstein and Rhys Darby. TRAILER: https://www.youtube.com/watch?v=pyZI5oM6hWk
HOKUM: In this film, a horror writer visits an Irish inn to scatter his parents' ashes, unaware the property is said to be haunted by a witch. It is written/directed by Damian McCarthy stars Adam Scott, Peter Coonan, David Wilmot, Florence Ordesh and Austin Amelio. Hokum premiered to rave reviews at this year’s SXSW Festival and is being release by Neon. It is earning a stellar 97% positive rating on Rotten Tomatoes, which calls it, “A classic haunted house story enriched with atmospheric folklore and perfectly-timed shocks!” TRAILER: https://www.youtube.com/watch?v=EVCIK_MPyhc
PLAN: For those seeing HOKUM, please purchase your ticket for the 7:00pm showing and meet inside the theater lobby at 6:50pm! For those seeing THE SHEEP DETECTIVES, please purchase your ticket for the 7:15pm showing and meet inside the theater lobby at 7:00pm! For BOTH films, we’ll plan for a pre-show bite at nearby El Vaquero! For those joining for dinner, we’ll meet at El Vaquero at 5:45pm!
Should be a couple of fun movies and a good time together, 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



















