Big Data

🌿🌄 Brisk Walk @ Coney Island 🌳✨ Ready to escape the city and soak in nature? Join us for a refreshing afternoon walk through the rustic beauty of Coney Island 🌊🌿 📅 Date: Sunday, 19 April ⏰ Time: 3:00 PM – 5:00 PM 📍 Meet-Up Point: Punggol Coast MRT 🕒 Meet-Up Time: 2:45 PM Step into one of Singapore’s most unique eco-spaces 🌱 — where boardwalks meet wild mangroves, and every turn brings a new discovery. Keep an eye out for fascinating creatures like mudskippers, tree-climbing crabs, and vibrant birds 🐦 📸 Perfect for nature lovers, casual walkers, and photography enthusiasts — from macro shots to scenic landscapes, this place has it all! ✨ Walk Details • Distance: ~6 km • Difficulty: Easy to Moderate • Duration: 1–2 hours 🎒 What to Bring 💧 Water bottle ☂️ Umbrella 🧢 Cap/Hat 🦟 Mosquito repellent 🌞 Sunblock 👟 Comfortable sports attire 🤝 Come walk, chat, and connect with like-minded people while enjoying the great outdoors! ⚠️ Disclaimer: This is a casual, non-professional meetup organized for leisure and social interaction. Participants are responsible for their own safety, health, and belongings. Please be mindful of weather conditions and your personal fitness level before joining. We are not liable for any injuries, accidents, or unforeseen circumstances during the event. See you there! 🌿✨

Welcome to Themed Super Scrabble meetup. *Word play is similar to what you might already know. *A word list will be provided for your referral during gameplay. *We will have a unique theme each and every week. After RSVP kindly text me immediately for further meetup details. Hope to hear from you soon!! Joseph 88023147

**For ages 13 and above.** Muay Thai is a striking based martial art and sport. Also known as “The Art of Eight Limbs”, it is characterised by the combined use of the fists, elbows, knees and shins. It is an ancient martial art of Thailand known for its tremendous power. Students will be taught how to utilise a symphony of kicks, punches, knees strikes and elbow strikes. ### **Address** 701A Yishun Ave 5, #02-01A, Singapore 761701 ### **Schedule** Sundays 6PM - 7PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 18 and above.** Elevate Your Game with SweatINC Badminton Classes! **Beginner Friendly & Progressive Skill Building**: New to badminton? No worries! Our beginner-friendly section ensures that novice players receive special attention to grasp the fundamentals with confidence. As you advance, our coaches will gradually introduce more complex skills, ensuring a smooth transition from beginner to intermediate levels. **Expert Coaching:** Our classes are led by experienced and certified badminton coaches who are passionate about the sport. Benefit from personalized instruction, feedback, and skill-building exercises that will take your game to new heights. **Community and Fun:** At SweatINC Badminton, we believe that sports should be enjoyable. Our classes not only offer a fantastic workout but also provide a social and friendly environment. Connect with fellow badminton enthusiasts, make new friends, and share the joy of the game. ### **Address** 11 Rivervale Link, Singapore 545081 ### **Schedule** Sundays 4PM - 6PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 13 and above.** ***Teens Basketball (Ages 13-18) – “Elite Development”*** For teens looking to take their game to the next level, we focus on advanced skills, footwork, game strategy, and competitive play. This class includes structured training in shooting techniques, ball-handling, defense, and game IQ, preparing players for school teams, competitive leagues, and beyond. ***Adult Basketball (Ages 18+) – “Game Ready”*** Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active. ### **Address** 412 Fernvale Link, Singapore 790412 ### **Schedule** Sundays 5PM - 6PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

* Venue: Singapore Expo Carpark J, Singapore 486150 * SGD $16 (SBH increase price from 1 Jan 26 * I will contact you via WhatsApp to confirm your RSVP * **\**IMPORTANT - Please note the skill level\**** * **Able to play strategically with lob, smash, clear, drop shot, netting, cover whole court, proper serving, and do double rotation.** * Doubles or mixed doubles game * RSL Supreme or equivalent shuttlecocks will be provided * Prepayment is required to secure the slot * Cancellation within 24 hrs before the event or no show is considered session attended. Unless a replacement of the same level is found. Hence, please withdraw promptly * Payment via Paynow or PayLah is preferred * For no show, you will be banned unless payment is made * Those who do not respond to message will be removed to release the slots for others

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **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

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

AI is changing how art is made. But when does it stop being your work and start being the machine’s? 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 you’re 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) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

**🫶 Virtual Speed Dating – Indianapolis Singles, Curated by Personality** Online speed dating for Indianapolis locals — hosted live on Zoom, personality matched. We match you with compatible Indianapolis locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Register under your age group:** - ⚡ **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 👥 **Best for:** - Singles who prefer a hosted, structured experience - Indianapolis locals after personality-matched dates ⭐ *"Ideal for introverts. Felt at ease the entire time."* – Indianapolis attendee **At a glance** - **Format:** Live on Zoom – guided rounds from your home - 💡 **Location:** Your space – couch, desk, wherever suits you 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Indianapolis singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **Tip:** Good lighting and a clean background make a big difference. **Frequently Asked Questions** **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. **What's the personality quiz for?** **Is my info private?** --- ✨ Meet Indianapolis singles from home. Sign up and we'll take care of the rest. 💖 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9