EC2 (Amazon Elastic Compute Cloud)

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)

Join Toastmasters - Victoria for a dynamic workshop on mastering impromptu speaking. Enhance your communication skills in a supportive environment while also improving your ability to think on your feet. This workshop is perfect for anyone looking to overcome the fear of public speaking and boost their confidence when speaking in front of an audience. Whether you're a seasoned presenter or just starting out, this event will provide you with tips and techniques to tackle impromptu speaking with ease. Don't miss out on this opportunity to sharpen your impromptu speaking skills and connect with like-minded individuals passionate about personal and professional development. Toastmasters - Victoria is dedicated to creating a welcoming space for individuals to grow and learn from one another. Come prepared to challenge yourself, gain valuable insights, and become a more confident and effective communicator. Mark your calendar for an engaging session that will leave you inspired and equipped to excel in impromptu speaking and beyond.

Hi Everyone, The next walk & talk is happening Monday 6th @ 1pm. We're meeting @ **Shrine of Remembrance "Flame"** then we'll walk to Botanic Gardens from there. For newcomers, this group is meant to help participants nurture and create a comfortable, trustworthy and safe emotional space to connect with other men, while sharing vulnerabilities about themselves. Men of all ages welcome. This will provide another great opportunity to practice being more present in the moment, authentic within ourself, while challenging our ability to break the ice with others in attendance. Let's continue practicing connecting in a deeper way with new people we meet. This group will help reinforce the benefit of showing vulnerability with others, while staying authentic to ourselves. This Sunday's group will be led by **Ra'id.** (Mindset Coach) and Co-led by **Fabien** (Group Facilitator) Looking forward to seeing you there. (message me thru meetup if needed)

**CLOSED FOR EASTER MONDAY PUBLIC HOLIDAY.** **\* NO POINT COOK CUBAN SALSA & BACHATA CLASSES TODAY.** **THE POINT COOK CLASSES WILL RESUME** **ON MONDAY 13TH APRIL.**

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!

Join me for a relaxed walk and bird watching at Albert Park Lake, an extraordinary wetland habitat that is home to nearly two hundred species of birds. Created from a lagoon and originally part of the extensive Yarra River Delta, the lake and its surrounds are a popular parkland for locals and visitors alike. Together we can enjoy conversation and make new friends as we follow the path beside the water's edge and look out for gulls and cormorants roosting on the wharves. We'll wind our way around the lake and pass Gunn Island, a tranquil sanctuary and a safe nesting environment for local and migratory birds. Further around the lake we'll see waterbirds such as stilts, swamphens and coots among the reed beds. When we reach the southern end of the lake we can stop to enjoy the magnificent views of the city skyline across the water. This is a great spot for photography. We'll return to relax and socialise together in the Coots Picnic area and enjoy a snack and a drink. You can pick up a coffee and something to eat at the nearby Sir Albert Cafe or bring your own drinks and snacks. **Agenda** I will meet you at 10am on the lakeside of the Light Rail Tram Stop No.129 Melbourne Sports and Aquatic Centre. We'll set off at 10.10am and follow the path beside the Melbourne Aquatic Centre and through the picnic area to the lake. From there we'll stroll past the wharves and Gunn Island, follow the long stretch of reed beds and walk to the southernmost point of the lake to take in the stunning views of the city skyline. We'll then make our way back to the Coots Picnic area to enjoy a snack and a drink together. This is an easy walk on flat pathways and the distance will be about 5.5km all up. It will take us around 1hr 45mins at a leisurely pace with stops along the way to enjoy and photograph the birdlife. **Location** Albert Park Lake is located in the suburb of Albert Park, 3km from the Melbourne CBD. The No.96 tram/light rail runs from the Melbourne CBD down past Albert Park Lake. There is free street parking available on Canterbury Road which runs beside the tram/light rail. Parking Fees apply to all car parks within Albert Park. When you RSVP, please click Attend on the event page and I will be in touch via Direct Messages about the details. I will also be available in the Event Comments on the day.

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. It’s 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.**

**Cloud to Career** **Proudly presented by AWS Cloud Club @ University of Melbourne & Quantum Club** **Sponsored by CareerXlerate** **Turn your cloud knowledge into real-world impact—and your passion into a career.** In today’s world, knowing the cloud is just the beginning. The real question is: **How do you turn those skills into meaningful, real-world AI and industry solutions?** **Cloud to Career** is a high-impact, immersive evening designed to bridge that exact gap — bringing together students, industry leaders, and innovators into one powerful space. Whether you're exploring cloud, diving into AI, or preparing for your first role in tech, this event will give you something far more valuable than theory: **insight, exposure, and real connection with the people already doing it.** **Event Details** * **Date:** April 8th * **Time:** 6:00 PM – 8:30 PM * **Audience:** \~100 students, engineers, and aspiring tech professionals **What to Expect** Industry Panel: Real Stories, Real Insights. Kick off the evening with a high-value panel featuring leading professionals from the industry. Learn how they transitioned from learning cloud to building impactful solutions in AI, engineering, and beyond. **We’ll dive into:** * Breaking into the tech industry * Real-world applications of cloud + AI * Skills that actually matter (beyond coursework) * Mistakes, lessons, and career-defining moments **Live Q&A — Ask Anything** An open Q&A session where you drive the conversation. Ask your questions — whether you're unsure about career paths, technical skills, or industry expectations. Includes both: * In-person audience questions * Online audience participation **Networking + Buffet** Move into a relaxed networking session with food and meaningful conversations. This is your chance to: * Speak directly with industry professionals * Build genuine connections * Explore opportunities, mentorship, and ideas **Live Case Challenge (Student × Industry Collaboration)** This is where things get exciting. During networking, 2 students and 2 industry professionals will be randomly selected to take part in a live architecture challenge. **What happens:** * A real-world case scenario is presented * Collaborate for 40 minutes * They design and discuss a solution architecture * Present their thinking to a panel of judges **Then:** * Judges break down the solution * Highlight what worked and what didn’t * Share how they would approach the problem Meanwhile, the rest of the room continues networking — making this a dynamic, interactive, and high-energy environment. Why You Should Attend * Go beyond theory and see how cloud + AI is applied in the real world * Learn directly from industry leaders * Build meaningful connections that could shape your career * Experience a live problem-solving environment * Be part of one of the most engaging student-industry tech events at UniMelb **Final Note** This isn’t just another tech event. It’s a bridge between where you are and where you want to be. If you're serious about turning your skills into a career — *this* is where it starts.

Hi Gophers! Join us this April for an evening of Go talks exploring real-world systems, from building a BitTorrent client to running Go on legacy architectures. We are looking forward to connecting with you. * **Agenda** **6:00pm — Food & Networking** **6:30pm — Intro + Go News** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** **🎤 Tom Clancy** **Building a BitTorrent client in Go** BitTorrent, first released in 2001 is a peer-to-peer protocol for file sharing. Its decentralised approach, where pieces of files are exchanged with peers (rather than a central server), is a natural fit for Go's concurrency model. This talk looks at the inner workings of the protocol, how to build your own client, and concurrency patterns for performance. Bio: Tom is a Software Engineer at Megaport, working on their edge networking functions platform (written in Go). **🎤 Sam Hobson** **Compiling Go for Ancient Architectures** Some customers approached Knocknoc asking if we can get our Go agent to run on their old HPUX PA-RISC and Solaris SPARC machines, both unsupported by Go, and we took on the challenge of finding a way to make it work Bio: "I'm Sam, I'm a software engineer of a couple of years working at a startup called Knocknoc on Just-in-time network layer access control software. Please come talk to me about cool stuff you're working on!" * **Interested in speaking at an upcoming event?** We will aim to have a mix of short (\~10min) and in-depth (20-30min) talks. If you’re keen to give a talk on a topic, share a project, or idea, please let us know [bit.ly/GolangMelbourneSpeakersForm](https://bit.ly/GolangMelbourneSpeakersForm)

Hello everyone! Join us for an Apache Kafka® x Apache Flink® meetup on **Apr 9th from 5:30pm**, in Melbourne! The address, agenda, and speaker information can be found below. See you there! **📍Venue**: 394 High Street Northcote, Victoria 3070 \*\*\* **🗓 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 \*\*\* **💡 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 work—this one is about what actually happens in production. We’ll walk through real-world operational issues encountered with Apache Kafka and its clients, from subtle misconfigurations to full “why is everything on fire?” moments. Along the way, we’ll break down how to identify what’s going wrong, which signals actually matter, and how to approach debugging when the system doesn’t 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 you’ve ever wondered whether it’s 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. \-\-\-\-\- **💡 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, we’ll explore **Queues for Kafka**, the new KIP-932 feature that introduces native queue semantics on top of Kafka’s battle-tested log foundation. We’ll 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 “task” and “work queue” style workloads. You’ll 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 you’ve 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/)

Our regular monthly presentation night on the second Thursday of the month from 6:30pm! Thanks to Mantel Group for hosting us again this month. If you're coming in person we're there with food and drinks from 6pm. We will be live streaming the presentations as usual from 6:30pm at [http://www.melbournecocoaheads.com/live](http://www.melbournecocoaheads.com/live) \-\-\- **Agenda** \| 6:00pm \| Food \+ Networking \| \| 6:30pm \| Event begins\. Introductions \| \| 6:40pm \| Chris Hocking — Pretending to be a coder \- Version 3: The world has changed since we last saw Chris… Codex\, Claude and burnout\. \| \| 7:15pm \| TBC \| \| 7:55pm \| Wrap up \+ social time at a nearby venue \| \* All times are approximate. Presentation order will be confirmed on the night. \-\-\-\- We are always looking for speakers and believe everyone has an interesting talk hiding inside themselves. If you are interested in letting that talk out at a future event you can get in touch on the website [https://www.melbournecocoaheads.com/talks](https://www.melbournecocoaheads.com/talks) or on Slack.

❤ **!!MAC LIBRARY MEETUP 12 MARCH 2026 !!** ❤ EARLY BIRD RSVP TICKETS until 5 APRIL or FIRST 30 tickets- $15 Tickets thereafter - $18 This is our TYPICAL library event if you have not yet experienced one with us before ^_^v \>\>\>\>Strictly no drop ins will be allowed<<<< \>\>\>\>Tickets sell quickly\! Please do not wait to RSVP<<<< Connect with us on Discord for quick responses as there can be a multi day lag via Meetup messages: JOIN MAC DISCORD: [https://discord.gg/C3Ug63F](https://discord.gg/C3Ug63F) ❤**ANIME:** TBA ❤**DATE:** 12 MARCH 2026, SUNDAY ❤**TIME:** Meet at 3:00PM for 3:30PM START \*arrivals after 4.30pm must be pre-organised ❤**START PLACE:** THEATER ROOM (AKA PERFORMANCE SPACE) Docklands Library Main Building Top floor (Library at The Dock) **THE PLAN:** Arrivals take place from 3:00pm for a 3:30pm start!! We encourage you to mingle before our announcements> ice breakers and games > watch party > raffles > close. We will then head to Melb Central for dinner and some quick games afterwards. We encourage our members to support anime artists and producers by purchasing their movies or any full series should they wish to watch the endings. **Some insight for newer members:** It's a natural process to feel a little anxious attending a large event you have never experienced before. During sign ins our hosting team will naturally be busy however our meet & greet volunteers will do their best to say 'Hello' to everyone and perhaps connect you to others. If for some reason this does not happen (because it's really busy), don't fret! Our ice breaker games are designed to help everyone bond over a shared experience. You should expect adults having fun and letting lose whilst being challenged to push some comfort zones which we invite you to do as well! The games are suppose to be silly to help people come out of comfort zones and get to know someone new. We will then take a break to watch anime and we really do encourage you to stay for games after dinner which is when our team gets a breather and a good chance to get to know our newer members better in a quieter setting! We have witnessed many wonderful long term friendships formed at MAC amongst our members - We do hope you join us! **THANK YOU FOR YOUR DONATIONS** A big thank you to everyone who RSVPs - This money helps with the club's upkeep and hiring of the venue! We are completely NOT-FOR-PROFIT and we sincerely appreciate your contributions!! Raffle tickets will be available on the day to further support our MAC community!! ❤\*\*::MELBOURNE ANIME COMMUNITY ONLINE::\*\*❤ You can also join our online MAC Discord Server via the following link to discuss this event and have any of your questions answered. JOIN MAC DISCORD: [https://discord.gg/C3Ug63F](https://discord.gg/C3Ug63F) *Please follow the prompts and provide your FIRST NAME in our #introduce-yourself channel. Providing your real first name helps you build happy healthy long term friendships especially when meeting in person. If you are not able to provide this please kindly provide reasons to @superbec who can help assist.* **IMPORTANT TO KNOW** ❤Everyone is welcomed to MAC events. We ask that all attendees be polite, respectful, and kind to one another. We pride on genuine SAFE SPACE for any one and every one. Our community does not tolerate bad behavior and we are committed to stamping out bullying! If you see bad behavior disguised as "jokes" please call it out or contact the community leaders so we can address this and keep the community a safe space. For more information please see our POLICY on our Discord. JOIN MAC DISCORD: [https://discord.gg/C3Ug63F](https://discord.gg/C3Ug63F) ❤By RSVPing to our events, you automatically agree to our policy and your pictures taken at our events for promotional purposes. If this does not suit you, please let us know during sign in. ❤Our events have a strict 'Respectful Attendance' policy. This means our community will not tolerate drop ins or creation of concurrent events with MAC members during a live MAC event. This is in line with our creating-community values. ❤MAC is committed to being an inclusive space. Where a carer is required, a carer must attend and have a purchased ticket. This is to ensure that all individual needs of a participant can be met during an event. None of the organisers of the event are trained to provide special assistance. ❤\*Release and Indemnity. Please read carefully. This section contains a surrender of certain legal rights. Upon RSVPing to all MAC events, you hereby acknowledge and assume all of the risks in participating in the event and agree to release, waive indemnity, and not to sue Melbourne Anime Community along with any applicable organisers, hosts, and related personnel/venue spaces, and volunteers. This is respect to any and all claims, liabilities, suits or expenses including attorney's fees and costs for any injury, damage, death, lost, stolen, or disposed property or any loss connected to participation of the activity that you may have suffered. Help us improve our community by providing negative or positive feedback!

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

Topic to be announced! **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Pay attention! We’re 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!

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

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.

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