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Frequently Asked Questions
Yes! Check out text analytics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the text analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find text analytics events near your location here. Connect with your local community and discover events within your area.
Text Analytics Events Today
Join in-person Text Analytics events happening right now
NuCalm - Brain Health
NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels
NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies.
NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire.
The amazing thing is, NuCalm is all-natural and works every time you use it within minutes.
The best thing to do now is to watch the video on the website and download the NuCalm app.
All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make.
WATCH THE VIDEO ON THE WEBSITE.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
MELBOURNE TABLE TENNIS COACHING @ MSAC
$29 per person for 2 hours of training (includes table hire)
## š MELBOURNE TABLE TENNIS COACHING @ MSAC
Ready to seriously improve your table tennis ā or finally start the right way?
Join our **ongoing in-person group coaching sessions at MSAC**, where youāll train in a structured but fun environment with players who come regularly, as well as new faces every week.
Our sessions are designed for **both total beginners and advanced players.** You donāt need experience ā and you wonāt be bored if you already have it.
### What to expect
* ā
**10ā15 players per session**
* ā
**2 experienced coaches on court**
* ā
**Structured drills + match play**
* ā
**Individual feedback based on your level and goals**
* ā
**A welcoming group that trains regularly**
Youāll work on **technique, footwork, consistency, tactics, and real match situations** ā not just hit balls randomly. We organise the group so everyone is challenged at the right level.
### Why people love these sessions
* Ongoing training with a real community
* Fast improvement, not just social play
* A great way to **move, learn, and make friends**
* Fun, supportive atmosphere with serious coaching behind it
Whether your goal is to **learn from scratch, get fitter, sharpen your skills, or start competing**, this is a perfect place to train.
### What to bring
* š **Bat/paddle** (if you have one ā if not, weāll provide it)
* š **Sports shoes (runners)**
* š **Comfortable sports clothes**
* š§ **Water bottle**
* š§“ **Small towel**
Grab your paddle, bring your energy, and come hit with us at MSAC.
Please send me an email to:
p.tretinik@gmail.com
to confirm attendance. This helps me to book enough table for a smooth session.
NOTE: If this is not your first time coming to this meet up, the cost is $36 for the whole 2 hours.
Women & Gender Diverse Filmmakers/Actors Networking Night
UPDATE - due to centre closing hours will we move on from the Emporium at 6pm
Calling all \*\*female-identifying, non-binary and gender diverse \*\* filmmakers, actors, and film enthusiasts!
Join us at **5pm** **Monday Apr 6 (the first Monday of every month)** in the Emporium food court (located behind Grillād Burger Restaurant) for a chance to build relationships in the film community. **From 7pm onwards, we will continue the evening with drinks and/or a meal at The Lions Hotel - Melbourne Central.**
This event is an expansion of the very successful **Movie Mutuals Wednesday Night Networking group** which has grown remarkably, with a weekly turnout of over 50 participants, blending newcomers with regulars to create a vibrant, diverse community.
Whether youāre a writer, actor, animator, or independent filmmaker, come share your experiences, discuss current projects, or chat about favourite films. This event fosters connections among like-minded women, non-binary and gender diverse people, encourages friendships, and opens doors for collaboration.
**RSVP** to help us gauge attendance. You will become part of a growing network of film professionals and enthusiasts.
**What to Expect:**
*Thereās no set theme, workshop, or speaker. Itās a relaxed gathering where filmmakers, actors, and creatives can connect, discuss projects, share needs, and learn from each other. Beyond this networking event, we also host weekly Wednesday night meetups, exclusive events such as table reads, cinematography workshops with Panasonic, member screenings, and more.*
\*Note: Our community emphasizes collaboration, friendship, and goodwill rather than promotional activities. If you wish to promote a workshop, course, screening, or similar event, please contact the organizers first. Promotional privileges are generally reserved for trusted, long-standing members.
Meetup Event Organizers wanted!
Meetup Event organizers wanted.
If you have something to help people in this group that you want to invite them to step up as event organizer.
Contact me via meetup and let me know what you have in mind organizing how often and where.
1 Hour Breath & Sound Class
**A 1-hour guided breathwork session to help you slow down, release built-up stress, and reconnect with yourself in a calm, supportive space.**
**What to bring:**
**⢠Comfortable clothes**
**⢠Water bottle**
**Booking link below**
**https://linktr.ee/Claire_louise_analu**
Fitzroy Toastmasters Gathering - Elevate Your Public Speaking Skills
Come along for an engaging evening where our members showcase their honed and developing speaking skills through prepared speeches and spontaneous impromptu talks!
Every speaker receives constructive evaluations, while a discreet 'umm' counter keeps us all accountable.
Embrace the opportunity to share laughter, challenge yourself, and foster new connections in a welcoming environment. We look forward to having you with us!
Text Analytics Events This Week
Discover what is happening in the next few days
Di Cook Award Seminar Watch Party - R-Ladies+ Melbourne & SSA-VIC
We have joined forces with the Statistical Society of Australia to broadcast their "Di Cook Award Seminar".
**When:** Wednesday 8th of April, 6:30-8:15pm
**Where:** 750 Collins St, Room 853, Level 8 (Studio Room)
**What:** Free food & drinks while watching the Di Cook Award Seminar!
The [Statistical Computing and Visualisation](https://www.statsoc.org.au/Statistical-Computing-and-Visualisation-Section) section of the Statistical Society of Australia proudly presents the Di Cook Award webinar, promoting open-source statistical software development. This event will showcase outstanding work submitted to the [2025 Di Cook Award](https://statsocaus.github.io/dicook-award/).
The award winner will present their winning project in a 30-minute talk, highlighting the motivation, methods, and key insights behind their work. Two highly commended applicants will also share their submissions, each delivering a
15-minute presentation that outlines the ideas, approaches, and contributions of their projects.
Together, these talks will provide an engaging overview of innovative software development represented in this yearās award submissions, offering attendees the opportunity to learn from and discuss exemplary work in the field.
For more information about the award and the event, see the [SSA website](https://www.statsoc.org.au/event-6618285).
One Day Up... The Next Day Down. Meetup Free Meetup Talk!
One day up... the next day down.
When you suddenly start making mistakes, it is caused by something.
When you feel happy and, for no apparent reason, suddenly start feeling down, somebody made this happen.
If you have experienced a roller coaster of emotions or ups and downs in your life, someone around you could be suppressing you- squashing you or trying to make you smaller.
There are specific types of personality- those who wish people well and those who are ill-intentioned. Today's free meetup class is about how to handle the causes behind your misfortunes.
With the right knowledge applied you can change your life for the better, make those ups and downs a thing of the past and aspire to your highest goals.
Know Yourself, Know Life.
Tanja and Michel
Can't make it to our meetup? SMS 0412 812 611 or watch the free to air TV programs at www.scientology.TV . Scientology network TV now broadcasts 24/7 and you are invited.
Building Serverless APIs with Powertools for AWS Lambda
Welcome to Serverless Sushi, the hottest new restaurant in town!
As their newly hired developer, you've been tasked with revolutionizing their online ordering system. Let's embark on this exciting journey of building a robust, scalable API using Powertools for AWS Lambda.
Powertools for AWS Lambda is a developer toolkit to implement Serverless best practices and increase developer velocity. Itās an open-source project that helps implement well architected best practices earlier in the development lifecycle.
Learn how to build production ready AWS Serverless APIs that will instantly work at scale and learn about Powertools for AWS Lambda.
**A laptop is required to participate.**
Luke Morris - An Introvert's Guide to Extroverts @ City Library, Melbourne
\*\*\*This is not a hosted Meetup. I'm actually on stage at this show, so can't host but am supplying special discount tickets for this pre-view of the show. So you're welcome along.\*\*\*
Event ticket site: https://www.comedyfestival.com.au/browse-shows/an-introvert-s-guide-to-extroverts/
Event description from the ticket page:
.........
Following the New Zealand International Science Festival, Luke is returning to Melbourne International Comedy Festival with more goofing and education about introverts and extroverts.
\-\-\-
PSY24IGE: The role of introverts in society has been diminishing in recent years with their historical positions increasingly taken by those with extrovert tendencies. How can introverts survive and what do they need to do to adapt?
This lecture explores the history of introverts in society, their current status and potential future.
It is a core lesson within PSY24 and may be attended by others for course credit.
Update, tutor Matt Boring (Luke Morris) will be taking this lecture and there are to be no questions about Dr. Lachmann's escaped lab monkeys. It's all totally fine. Do not worry about the escaped monkeys. Bundoora University has that all under control.
Funding and show support from Comedy Victoria.
IN PERSON! Apache KafkaĀ® Meetup (Apr 2026)
Hello everyone! Join us for an Apache KafkaĀ® x Apache FlinkĀ® meetup on **Apr 9th from 5:30pm**, in Melbourne!
The address, agenda, and speaker information can be found below. See you there!
**šVenue**:
394 High Street Northcote, Victoria 3070
\*\*\*
**š Agenda:**
* 5:30pm: Doors open
* 5:30pm - 6:00pm: Pizza, Drinks, and Networking
* 6:00pm - 6:30pm: Chad Harris, Solutions Architect, Factor House
* 6:30pm - 7:00pm: Stephen Ermann, Senior Customer Success Technical Architect
* 7:00pm - 7:30pm: Additional Networking
\*\*\*
**š” Speaker:**
Chad Harris, Solutions Architect, Factor House
**Talk:**
Things that go bump in the night: Kafka Operational Issues and How to Survive Them
**Abstract:**
Most Kafka talks focus on how things should workāthis one is about what actually happens in production.
Weāll walk through real-world operational issues encountered with Apache Kafka and its clients, from subtle misconfigurations to full āwhy is everything on fire?ā moments. Along the way, weāll break down how to identify whatās going wrong, which signals actually matter, and how to approach debugging when the system doesnāt behave the way you expect.
This talk will also touch on observability, common failure patterns, and practical mitigation strategies you can apply immediately. Expect a mix of technical deep dives, debugging workflows, and a few war stories (including some questionable decisions and log-staring sessions). If youāve ever wondered whether itās just you? It's not!
**Bio:**
Chad Harris is a streaming data specialist and Solutions Architect at Factor House, where he helps organisations design, scale, and operate Apache Kafka platforms using industry-leading tooling.
With experience scaling Kafka across organisations ranging from small startups to some of Silicon Valley's largest companies, Chad has been working with Kafka since its early days. He brings deep expertise across both real-time streaming and data-at-rest systems, with a strong focus on practical, production-ready architectures.
\-\-\-\-\-
**š” Speaker:**
Stephen Ermann, Senior Customer Success Technical Architect
**Talk:**
From Lag to Smooth Sailing: How Queues for Kafka (KIP-932) Fix Slow Consumers
**Abstract:**
Slow or bursty consumers are one of the most common reasons Kafka applications end up fighting lag, over-provisioning, and operational fire drills. Traditional Kafka consumer groups work brilliantly for high-throughput stream processing, but they can make it hard to serve heterogeneous consumers, apply backpressure cleanly, or guarantee fair access when some consumers fall behind.
In this talk, weāll explore **Queues for Kafka**, the new KIP-932 feature that introduces native queue semantics on top of Kafkaās battle-tested log foundation. Weāll look at how queues decouple producer and consumer throughput, isolate slow consumers without penalising fast ones, and provide more predictable delivery and scaling behaviour for ātaskā and āwork queueā style workloads.
Youāll walk away with:
* A clear mental model of how Kafka queues differ from topics and consumer groups
* Concrete design patterns for handling slow and spiky consumers
* Migration tips for evolving existing Kafka-based services to use queues safely
If youāve ever stared at a lag graph wondering whether to add more consumers, more partitions, or more coffee, this session will show you a cleaner path to smooth sailing with Kafka.
**Bio:**
Stephen Ermann is a **Senior Customer Success Technical Architect at Confluent**, working with leading financial institutions across APAC to design and operate mission-critical, real-time data platforms. With deep experience in **Apache Kafka**, **Confluent Cloud and Platform**, and surrounding ecosystems like **Kafka Connect** and **Apache Flink**, Stephen helps customers solve hard problems around scalability, reliability, and security in production. They are particularly focused on **RBAC, OAuth, mTLS, and container image security**, as well as emerging **agentic AI** patterns built on streaming data. Outside day-to-day architecture work, Stephen regularly shares practical patterns and lessons learned at meetups and user groups across the region.
\*\*\*
If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)
4 Dangerous Traps on the Spiritual Path
I spent 23 years chasing enlightenment and fell into numerous spiritual traps which kept me running in circles for years.
If you're walking the path, you'll meet these traps too. The ego can subtly hijack the desire for spiritual awakening. It masks itself as progress to maintain control.
In this sessions we will go deeper into the 4 most dangerous traps you will encounter which can keep you stuck for years.
When these traps are seen, not discussed but actually seen, you can finally encounter the truth you have been longing for.
**Schedule**
* Talk by Rajiv followed by open Q&A
* Guided Meditation
* Spiritual networking. Make friends with others on the spiritual path
**About Rajiv**
Rajiv dedicated years of his life seeking enlightenment. His pursuit for truth, reality, emptiness and self-discovery took him through the profound depths of mysticism. He meditated 14 hours a day, stayed with monks, lived in the Himalayan caves, learned from wise sages and researched every major spiritual system, including Zen, Non Duality, Yoga, Buddhism etc.
Then one momentous morning in 2005, he experienced his first shift into higher states of consciousness, an inner spiritual awakening. This was followed by days of infinite ecstasy and bliss. Finally, the years of seeking culminated and he realised his own true nature.
He now shares his deep insights to help seekers progress on the path of awakening & meditation. His approach is secular, based on personal experience. You can read about his spiritual journey here ā [https://innerspiritualawakening.com/rajiv-agarwal/my-journey/](https://innerspiritualawakening.com/rajiv-agarwal/my-journey/)
**Venue**
Kathleen Syme Library 251 Faraday Street, Carlton, VIC
We will be in Multipurpose Room 1.
We may take some photos to capture the moment. If you prefer not to be photographed, please let the organiser know at any time. This event is free and open to all adult seekers (18+). For inquiries please email Manpreet ā [mysteriousmk@yahoo.com](mailto:mysteriousmk@yahoo.com)
NuCalm - Brain Health
NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels
NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies.
NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire.
The amazing thing is, NuCalm is all-natural and works every time you use it within minutes.
The best thing to do now is to watch the video on the website and download the NuCalm app.
All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make.
WATCH THE VIDEO ON THE WEBSITE.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
Text Analytics Events Near You
Connect with your local Text Analytics community
Data & Analytics Wednesday - The Data-Driven Brand
**The Data-Driven Brand: Using Analytics to Shape Perception**
Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably āyesā, but weāre not sure how to implement or test this theory.
For our April meetup weāve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy.
Sheāll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so weāre guessing thereās more to that growth than really good guac (though the guac probably helps).
Ultimately, this talk focuses on the intersection of art and scienceāusing data to inform creativity and build a brand that resonates with customers in a measurable way.
**About Our Speaker**
Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasualās Top 100 Movers & Shakers.
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)
Prompt vs. Paintbrush
AI is changing how art is made. But when does it stop being your work and start being the machineās?
This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation?
We encourage audience participation during this event that will be moderated by Chris Slee.
Whether youāre deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.transformlabs.com/services)
CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again.
We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all.
Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.
IxDA Chat ān Pancakes
Pay attention! Weāre delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty.
Join the local UX and Digital Design community for a casual monthly breakfast.
Look for us upstairs!
Scali Ristorante
Letās try this popular Italian restaurant in Reynoldsburg.
This is the menu:
https://scaliristorante.com/#4e468054-0235-43e2-81c2-44e061341e9e
Walk & Talk About Life's Big Questions
[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations.
If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!).
**HOW IT WORKS**
**Step 1: Bring a topic**
Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event.
**Step 2: Circle up & share**
We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds.
**Step 3: Walk, talk & float**
We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!"
**Step 4: Feel more alive**
Two hours flies by. You're back where you started ā but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times.
*For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)*
**HOW TO BRING A GREAT TOPIC**
A great topic = something you're genuinely curious about.
Recent topics include:
* "What are you passionate about right now?"
* "What makes a good friend?"
* "What's a belief you used to hold that you've completely changed?"
* "How do you want to be remembered?"
* "What would you do if money wasn't a factor?"
Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter.
**WHAT TO EXPECT**
This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.*
But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here.
**FAQ**
* Wear casual athletic attire and sneakers. It's a long walk!
* We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space.
* We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space.
* Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know.
* Dogs, babies in strollers, parents, and friends are welcome ā please text/email them the event link so they can RSVP and prepare a topic!
**LOGISTICS**
* If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event.
* This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs.
* Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details.
* If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. š¤ š
**IF YOU WANT TO GO DEEPER...**
[The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up.
* This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).
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.
























