Microsoft Azure

\*Disclaimer: All are welcome. Students, professionals, non professionals, business owners, curious cats. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Come along to the Corner Corner venue, located just a few minutes walk from Canada water, for a few hours to meet friendly faces, work on your personal projects, or just come and share what passion projects you are all working on. Feel free to bring your laptop, tablet, sketchbook, and notes on the day. Whether you work in Animation, Art, Design, Film, Games development, or storytelling, you are welcome to come along. We love being around diverse creatives who want an opportunity to showcase their talents. This is an excellent opportunity for those looking to socialise with like-minded people and to get friendly feedback on their work. All backgrounds are welcome to join us, even if your just curious about Animation/Art/Storytelling \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* I Look forward to seeing you there.

**Join us in Enfield Croquet Club to play like a pro on their beautiful dedicated lawns for a free croquet coaching session!** No experience or equipment required, just good vibes ✌️ **However you do need to pre-register via the email address course@enfieldcroquet.org to ensure there is space for you play, as this is open to local Enfielders too and some spaces may be booked up already.** In this free session they will share their skills and tips to become a better croquet player. All equipment is provided, with coaching delivered by experienced club members; just wear flat shoes or trainers. Please arrive by 9.45 am for a 10 am start and the session will finish around 1pm. 24 players can be on the lawns at any given time. **\*\* As stated above, it is very important that people pre-register early to avoid disappointment through the official Enfield Croquet Club email [course@enfieldcroquet.org](http://course@enfieldcroquet.org%2A%2A/) as there are limited mallets and lawn space\*\*** The game does not require strength, stamina, or speed, it is a game of precision, accuracy and strategy. Once you try it, you'll never look back. Following your session you will be told about membership offers if you would like to keep playing at Enfield. Details of this can be found here: [http://www.enfieldcroquet.org/join-us/](http://www.enfieldcroquet.org/join-us/) Attendees are welcome to bring a packed lunch, hang out, and carry on playing in the afternoon if they like. There's food outlets nearby. There is a Kubb Croquet Club WhatsApp group to be kept updated on what is happening in the club. This will be shared in the event comments. **NEAREST STATIONS:** Bush Hill Park or Enfield Town, Weaver Line, London Overground. **BUS:** The 192 goes from either station. The ‘Fotheringham Road’ bus stop is the nearest to the croquet club. **VENUE:** Enfield Croquet Club, Cecil Ave, Enfield, EN1 1PS Please read our code conduct, which all attendees are require to follow: **\- We play croquet to have fun \- that said please do obey the rules of the game while playing\, treat other participants with respect\, play in the spirit of the game\, and don’t argue about the rules/scoring\.** **\- By attending this event you agree that your safety and your personal belongings are your own responsibility and that the organisers are not responsible or liable for them\.** **\- The organisers are happy to show you how to play the game and use the croquet equipment\, but it is your responsibility to use it safely\. Please return the equipment at the end of a game\.** **\- This event is open to all\, and attendees are expected to be respectful and inclusive\. Any abusive\, discriminatory\, confrontational or bullying behaviour will not be tolerated and may result in the attendee being asked to leave\. Everyone deserves to feel welcome\.** **\- Attendees are responsible for their own behaviour\. The organisers are not liable for the behaviour of any attendee\.** **\- Please respect the area where we play and do not leave rubbish behind\.**

People matter – we all know that. But understanding others is not just a daily challenge but it’s a tall order, simply because we’re all so different. As we come in all shapes and personalities, getting along with everyone isn’t always easy. It’s a skill we can all improve and better. This session looks at how to: * improve your interactions with the people you live and work with * keep your cool with people who are difficult and critical * take charge of your own reactions and respond positively * strengthen your connections with friends and loved ones **This is a free 60-minute in-person seminar.** **If you would like to make a voluntary donation, please click** [here.](https://www.innerspace.org.uk/donations/ "https://www.innerspace.org.uk/donations/") \* I consent to my submitted data being collected and stored. We will process your personal data in line with the GDPR requirements and always store it securely and use it only for the purpose for which it has been collected. We will not pass on your details to any third parties without your consent.

**🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?** Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎 Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic. The goal is to help develop our Critical Thinking, Communication, and Community 🙌 📓 **HOW DOES IT WORK?** Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the [Whatsapp group](https://chat.whatsapp.com/B6fqS6HGujq8gb3a0kl5pS), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 13:45-14:00 - People arrive and chat, get to know each other before the ‘official' start. * 14:00-14:05 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines. * 14:05-14:45 - Break into small groups - introduce yourselves and general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them. * 14:45 - We do a group conclusion of the things we discussed, and then we typically take a photo and go on our way :) If you don't want to be in the group photo, there's no pressure, it's just a way to close out the meeting. We occasionally have an unofficial social so the different groups can mingle afterwards too! **🧧PRICING?** Practical Philosophy Club is FREE to attend, and we operate on donations. If you'd like to donate to support our running costs, that helps keep our group self-sustaining. Donations are 100% voluntary, but your contribution is appreciated! QR codes to donate will be present. Tea’s and coffees and are paid by the individual should they wish to have them. **💛 WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY** 🗣 “I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam 🗣 “I got hooked from day 1 (the topic was authority) and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel **🤓 FAQ** * What will we talk about? What's the topic? The topic for the week is shared every week in the Whatsapp group before the session. We try to add the topic to the comment section on this event page as well but if you don’t see it, the topic and the jump-off points will be in our [Whatsapp](https://chat.whatsapp.com/B6fqS6HGujq8gb3a0kl5pS). * Do I need to study or read anything to attend? No preparation is necessary. This isn’t a study of other thinkers. We want to know what YOU think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it, but it's not required. * Is there a specific philosophy that Practical Philosophy is focused on? The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school. * Is it mostly men that attend? Surprisingly, no! Although philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms. * Can I come alone? Of course you can, we encourage it :) * Can I be late? Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation. * Where do you meet? The location is posted in Meetup and our [Whatsapp](https://chat.whatsapp.com/B6fqS6HGujq8gb3a0kl5pS) group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our [website](https://www.practicalphilosophy.club/practical-philosophy-locations/). 🤝**POLICY** To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment. **PRACTICAL PHILOSOPHY - Making Philosophy Available To All.** ✨ Practical Philosophy hosts weekly, in-person meetups in 25+ countries, including Canada, Spain, Japan, Mexico and many more! 🗺️ \*\*\* Join our [Whatsapp group](https://chat.whatsapp.com/B6fqS6HGujq8gb3a0kl5pS) 👈 Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/?hl=en) 👈 Our [website](https://www.practicalphilosophy.club) 👈

**BOOK HERE**: https://sportas.co.uk/games/48449 **Game Description:** 🎮 Warm up and game only setting. 🌟 Positive environment. \*Privacy policy for games only sessions\* By attending this game session, you agree to the following: \* Video recordings/photos are allowed only during free game\* sessions \* Attending means consenting to potentially being recorded by other participants \* Any videos must only be shared via private links \* Distribution limited to session participants only \* Explicit consent required for any public sharing \* Respect others' privacy and comfort \*Please contact the co-organisers if you have any questions about the policy. **Rules** \- point to 15 \- max 2 games in a row \- 3 team of 6 players \- modified games situation might be applied depending on situation \(5:1\, modified 5:1 or 6:2 etc\.\)

## **Rose Petal Sound Bath - Women's Day** ***[You need to get your Eventbrite tickets for this event, get it before it sold out.](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*** ***[https://www.eventbrite.co.uk/e/rose-infused-sound-bath-release-reset-tickets-1985428727771?aff=oddtdtcreator&_gl=11goj6f](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*[_up](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*[MQ..](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*[_ga](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*[MTk1MTU1OTAzMS4xNzc0NzA1ODYx](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)*[_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)** Join us for a restorative Sound Bath designed to honor Women's Day. While we gather to celebrate the feminine essence, **this journey is open to all** \- welcoming everyone who seeks to support\, honor\, and connect with the collective energy of balance and renewal\. We begin the session with guided breathing to clear the mind and connect deeply with your inner intentions. As you settle into stillness, you will be enveloped by the pure, heart-opening vibrations of **Himalayan bowls, gongs, and bells**, subtly infused with the essence of **Rose** \- the flower of high frequency\, love and beauty\. **Benefits of Sound Bath:** * Reduction of Stress and Anxiety * Enhancement of Cognitive Function * Improvement of Sleep Quality * Pain Relief * Lowers Blood Pressure * Boosts the Immune System * Improves Overall Well-being [https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true](https://www.eventbrite.co.uk/e/relaxing-breathwork-for-harmony-and-balance-tickets-1986119576117?aff=oddtdtcreator&_gl=1*1goj6f*_up*MQ..*_ga*MTk1MTU1OTAzMS4xNzc0NzA1ODYx*_ga_TQVES5V6SH*czE3NzQ3MDU4NjEkbzEkZzAkdDE3NzQ3MDU4NjEkajYwJGwwJGgw&keep_tld=true)

Tired of small talk and ready to connect on a real level? Join us for **deep**, **meaningful conversations** and **new friendships** 👯‍♀️🎉 with a group of like-minded individuals who share your interests. This event is **free** but you will be **required** to buy food or drink before you can join us 🍭🍬🧁🍰🥤🧃- having water doesn't support the venue **Who is it for?** * You want more satisfying, deeper conversations * You want more meaningful and long-lasting connections in your life * You crave more from life and know its out there * You are bored of just socialising and want to have fun and explore a new type of event! **What's in it for you?** * **No more awkward silences!** We'll provide questions to spark engaging conversations. 💡 * **Meet like-minded people** who crave deeper connections. 🤝 * **Have fun** in a relaxed, welcoming atmosphere. 😊 **How does it work?** * We'll pair you up with different people for **15-minute 1-1 chats**. 🔄 * **Use our questions** as a starting point, or go off on your own tangent! 🗺️ * Be **open**, **honest**, and **curious**. 👂 * 15 minutes is a good amount of time to explore a question deeply and **not have awkward silence**.⏳ * You are also **free to take the conversation in any direction** you choose.🤩 * You can always sit out a round to **take a break** 😪 **Examples of questions that we provide:** * "If you could have any superpower, what would it be and why?" 🦸‍♀️ * "What's your biggest fear, and why does it scare you?" 😱 * "What's the most meaningful thing you've ever done?" ❤️ * "What would you do if you had all the money and time in the world?" 💰 **Why do we love deep conversations?** * They're **authentic**, **raw**, and **honest**. * There are **no limits** to where they can go. * You'll feel **uplifted**, **inspired**, and **connected**. 🌟 **How to be a great conversation partner?** * **Be Respectful:** Listen attentively and avoid interrupting others. 👂 * **Be Open-Minded:** Consider different viewpoints and challenge your own assumptions. 🧠 * **Be Engaging:** Ask thoughtful questions and contribute to the conversation. 💬 * **Be vulnerable:** We are a safe space, so it’s okay to be yourself 🥺 🙈 * **Be honest:** Be honest about our experience of life 🌍 * **Be curious:** Be interested in the other person ❓ 🤔 👀 **Ready to take the plunge?** 🌊 Join us and experience the magic of deeper conversations! 💫 You may leave feeling **uplifted**, **inspired**, **connected**, **invigorated**, **positive**, **grateful**!❤️ **What others have to say**: * **Parimal**: "I had the most amazing time! The conversations were refreshing and genuinely authentic." * **David Saville**: "This is a wonderful event run by two extraordinary individuals." * **Edomi**: "This is one of the best meetups I've been to. Highly recommended!" We really hope to see you there! 👋 **About Deeper Connections** We have a mission at Deeper Connections to improve the quality of people's lives through conversation. All our events are centered around the concept of connecting deeply, because we believe we all deserve to be seen, felt and understood for who we really are. To have the 'deeper conversation' approach when relating with others can change our lives and can change the world. **Our Values** * **Respect:** Treat everyone with kindness and consideration. ❤️ * **Open-mindedness:** Be open to different perspectives and ideas. 🧠💡 * **Active Participation:** Share your thoughts and engage in meaningful discussions. 🗣️💬 * **Accessibility:** We believe meaningful connection should be accessible to everyone. Our community makes this possible by supporting each other. 🤝 **Staying in touch** Interested in finding out about all the events sooner than on Meetup or staying in touch beyond the events, you can join our WhatsApp channel and community using 👉🏽 [Deeper Connections WhatsApp Channel](https://whatsapp.com/channel/0029Vb6CBAdIN9ijrEYdv33z) 👉🏽 [Deeper Connections WhatsApp Community](https://chat.whatsapp.com/EqGsmF3021RKTwBpGcuR80) **Keep This Event Free 💝** If this event brings you something meaningful, you can help others access the same transformational experience. Whether it's £5 or £15, every contribution keeps these events accessible to everyone in our community. You'll find a QR code on your conversation sheet during the event, or you can contribute here #SupportYourCommunity 👉🏽 [Ko-Fi](https://ko-fi.com/deeperconnections) 👉🏽 [Buy Me A Coffee](https://buymeacoffee.com/deeperconnections) 👉🏽 [PayPal](https://www.paypal.com/ncp/payment/DDSNCCFCYUEB2)

You want to do your best! You want to realise your potential! You want to make the right decisions at the right time! Obviously- you want to be a success! Do you have all the skills in place? Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back? Would you like a free personal consultation to help locate your strengths and weaker areas? We can help you to maximise on your potential. If you would like a free 1 hour consult then register now! We have various times available for your own personal consultation This is hosted at the Scientology Life Improvement Centre in London. We use the Oxford Capacity Analysis test. https://www.scientology-london.org.uk/personality-test/

**​Founders Running Club (FRC)** brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. ​9:15 Bag drop at the Regent's Bar and Kitchen, Regent's Park: https://maps.app.goo.gl/MmZdAVM8yXT9euKc7 ​9:30 Warm Up starts at the Inner Circle & York Bridge, South Gate: [https://maps.app.goo.gl/qw45ehLmDQY7maMD6](https://maps.app.goo.gl/qw45ehLmDQY7maMD6) 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 27 cities 📅 Running + Networking events + Community **Join the community [http://foundersrc.com/chats](http://foundersrc.com/chats)** **Stay updated:** **Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/)** **Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/)** **LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/)** **Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC)** **Website [http://foundersrc.com/](http://foundersrc.com/)**

**Aqua Strength – Pure Strength in the Pool** Dive into a new kind of strength training with **Aqua Strength**, a low-impact water workout designed to boost strength, cardio fitness, flexibility, and balance—all while being easy on the joints. Perfect for all fitness levels, including those managing arthritis, recovering from injury, or simply seeking a supportive and effective workout. At **Workout with Pride**, we believe fitness should evolve with you. That’s why we’ve infused the core elements of our "Pure Strength" program into the pool—focusing on mobility, muscle retention, and bone health with a deliberately slower pace. Expect purposeful movement, proper rest intervals, and a focus on refining your form, all in a welcoming, body-positive environment. Whether you're aging gracefully, getting back into movement, or just love the water, this class offers a fun, inclusive way to build strength, improve mobility, and feel empowered in your body. **Spaces are limited—secure your spot and shape a stronger, healthier future with us!** **Healthy Reagrds, Mark**

\#\#\#\# Step 1: TAKE THE TEST The Oxford Capacity Analysis identifies 10 vital personality traits that influence your entire future. It is a factual, scientific analysis taken from your answers, and it takes about an hour to complete. \#\#\#\# Step 2: GET YOUR RESULTS After you complete the test, your personality analysis is generated and displayed. Within minutes your analysis will highlight your strengths and weaknesses—which personality traits to take advantage of and which need help. \#\#\#\# Step 3: CONSULTATION While the analysis graph shows distinct personality traits, it is the interrelationship of these traits that provides the greater picture of your personality. We provide a complimentary consultation with one of our trained staff, who will give a detailed evaluation of your personality analysis. In this one-on-one consultation, you gain a better understanding of your personality strengths and weaknesses, and establish the recommended path to your fast and lasting success.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**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

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

Let's Crop!

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!