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Frequently Asked Questions

Yes! Check out ec2 events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the ec2 events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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EC2 Events Today

Join in-person EC2 events happening right now

48 Laws of Power - Robert Greene
48 Laws of Power - Robert Greene
Thanks for joining the Money Minds meetup group. If you would like to be the first to know whenever a new event is announced, please join our whatsapp group using the link; [https://chat.whatsapp.com/DPbMfZndPooGHSxFCLCKHg](https://chat.whatsapp.com/DPbMfZndPooGHSxFCLCKHg) "The 48 Laws of Power" by Robert Greene, with Joost Elffers, is an exploration of power dynamics through historical and philosophical lenses. It details 48 strategies from secrecy to manipulation, drawing from figures like Machiavelli and Sun Tzu. Each law is exemplified by historical anecdotes, showing both the consequences of ignoring and the benefits of adhering to these principles. The book adopts a morally neutral stance, presenting these laws as universal tools for understanding and navigating power in various life scenarios. While it has stirred ethical debates, its deep dive into human behavior and power strategies has attracted a wide readership.
Badminton for all- Mira, Town Square, Damac Hills 2 , Arabian Ranches
Badminton for all- Mira, Town Square, Damac Hills 2 , Arabian Ranches
🏸 Energize Sports BADDY Queuing Now at Dubai British School, Mira! Looking for a fun and active way to spend your weekends? Join our Baddy community for exciting badminton sessions! ✨ Session Details: 📍 Location: Dubai British School, Mira 1 – Reem 🗓️ Days: Saturdays & Sundays ⏰ Time: 5:30 PM – 7:00 PM 🔥 Why join? • Perfect for all skill levels • Friendly and energetic atmosphere • Great way to stay fit and meet new people 💬 Don’t have a group? No worries! Come solo and we’ll match you in – just bring your game face! 🎯 Limited slots available – queue now to secure your spot! 📲 DM us or contact now to register at +971562139717 You can join us on WhatsApp group through the below link: https://chat.whatsapp.com/CTR7QIGg2NXF6Qmt24YPzS #DubaiBadminton #MiraReem #WeekendVibes #BadmintonDubai #SportsCommunity
Dubai Syndicate — Exchange Tower Chapter | Free Entry
Dubai Syndicate — Exchange Tower Chapter | Free Entry
📣 Dubai Syndicate — Exchange Tower Chapter \| Free Entry 🌐 www.dubaisyndicate.ae ⚠️ WhatsApp registration is COMPULSORY before attending. Please message us on WhatsApp to confirm your spot before coming. 📲 WhatsApp: +971557133786 📍 When & Where ⏰ Time: 4:00 PM onwards (arrive on time — doors open at 4:00 PM for check-in & early intros) 🏢 Venue: Exchange Tower — 20th Floor, Business Bay, Dubai 🗺️ Google Maps: https://maps.app.goo.gl/FHMyTTX91yspiMSF7 👥 Who: Entrepreneurs • Investors • Deal-makers • Service Providers ✨ Why attend: ✅ Real intros, not speed networking — you'll leave knowing everyone in the room. 🤝 Peer introductions — returning members introduce people they already know. 🌟 New attendees introduce themselves (Name, Company, Offer & Ask). 🎯 Warm, curated connections — meet partners, clients, and collaborators. 🧭 Run of Show 🕟 4:00–4:30 — Doors open, check-in, name tags & early networking 🕔 4:30–5:00 — Peer introductions + new attendee intros (Offer & Ask) 🔗 5:00–6:30 — Open networking & curated matches 📝 6:30–7:00 — Wrap-ups & next steps 🧾 Bring: 🪪 Business cards • ✍️ 1 clear Offer • 🎯 1 clear Ask 👔 Dress: Smart casual 💸 Entry: FREE — please support the venue by buying your own tea, coffee, drinks or food. 📝 RSVP — Compulsory: 🟢 Step 1: Tap Attend on Meetup 💬 Step 2: WhatsApp us at \+971557133786 with your Name \| Company \| Offer \| Ask to confirm your spot\. You will NOT be admitted without prior WhatsApp registration\. ⚖️ House rules: 🤝 Give-first • 🚫 No hard selling • 🔒 Share contacts only with consent
Badminton For All DBS Mira, Town Square, Damac Hills 2, Arabian Ranches
Badminton For All DBS Mira, Town Square, Damac Hills 2, Arabian Ranches
🏸 Energize Sports BADDY Queuing Now at Dubai British School, Mira! Looking for a fun and active way to spend your weekends? Join our Baddy community for exciting badminton sessions! ✨ Session Details: 📍 Location: Dubai British School, Mira 1 – Reem 🗓️ Days: Saturdays & Sundays ⏰ Time: 5:30 PM – 7:00 PM 🔥 Why join? • Perfect for all skill levels • Friendly and energetic atmosphere • Great way to stay fit and meet new people 💬 Don’t have a group? No worries! Come solo and we’ll match you in – just bring your game face! 🎯 Limited slots available – queue now to secure your spot! 📲 DM us or contact now to register at +971562139717 You can join us on WhatsApp group through the below link: https://chat.whatsapp.com/CTR7QIGg2NXF6Qmt24YPzS #DubaiBadminton #MiraReem #WeekendVibes #BadmintonDubai #SportsCommunity
Dubai AI Meetup
Dubai AI Meetup
**What this is about?** This is a meetup group focused on AI. We meet every Saturday at 7:30pm at DIFC. Usually there are up to 30 people from different backgrounds, such as AI programmers, rocket engineers, physicists, marketing, designers, investors... But it's also meant for people who have no background in AI and are looking for more insight. This is a very casual group for everyone, no presentations, you can pitch your AI business idea or discuss your favorite Terminator movie. We meet at the Stage Area (next to S&C Music, see directions https://imgur.com/a/QIvYOvT ) above the Carrefour market at DIFC, just look for a group of people there without board games (if you see board games, that's another group). The group is free and there is no requirement to buy anything. There is free wifi. 📣 WhatsApp group for event updates (only mods can post): [https://chat.whatsapp.com/JjrVIJyxHbe9fUWoGLaJsZ](https://chat.whatsapp.com/JjrVIJyxHbe9fUWoGLaJsZ) 📍To get there: 🚇 Metro Station: Financial Centre Metro Station, 5 minutes walk, look for the Financial Centre exit sign. 🚗 Parking Options: Gate Avenue Parking is unfortunately under construction. Other options: Gate District Building 2: free underground parking from 6 pm onwards. \* Street Parking near Ritz Carlton: This is a paid parking option, conveniently located. \* Gate Avenue Open Parking: Present a purchase receipt for 4 hours of complimentary parking. 💡 **Note**: *You might see a few other Meetup pages with similar names - this one’s run by the folks actually hosting the weekly meetups and building the in-person community you’ve seen at DIFC.* *PS: We occasionally take group photos to capture good vibes and community spirit, by attending you're comfortable with casual group photos - feel free to step aside if you don't wish to be in them*
Network After Hours: Conversations, Drinks, and Energy 🥂💼
Network After Hours: Conversations, Drinks, and Energy 🥂💼
Come for Networking. Stay for the Music 🎶 It's Not What You Know, It's Who You Know or so they say ... your network matters. Register and get more details! **[Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** Connect with business owners, leaders and industry experts in a friendly and fun environment 🤝🏻 **Join an evening where nobody left behind, stand on side or feels lonely.** Have a friendly chat while sipping your favorite drink, and still make meaningful business connections. Register and get more details! **[Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** Dress your best for a fun evening at the best venues in Dubai and get ready to pose for an #instaphoto 📷 **How many people attend?** We get 100 people on average in all our events and invite our members on Meetup and other platforms. Members of other groups who RSVP are included as guests to give an idea of expected numbers. Register and get more details! **[Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** **Glamorous Afterwork is a great platform, where you can:** * Grow your network and business. * Have great conversations and make new friends. * Meet your next client, partner, vendor, investor, and more. **Who should attend?** * Business owners. * Business Leaders. * Industry experts. *PS. Humble excuse from JOB Seekers.* **Registration** ✅ RSVP on Meetup. ✅ [Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup) *Just like any event, slots are limited. RSVP and complete your registration at the earliest.* Happy Networking 😊
Glamorous Afterwork: Business Social & Mingling
Glamorous Afterwork: Business Social & Mingling
Come for Networking. Stay for the Music 🎶 It's Not What You Know, It's Who You Know or so they say ... your network matters. Register and get more details! **[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** Connect with business owners, leaders and industry experts in a friendly and fun environment 🤝🏻 **Join an evening where nobody left behind, stand on side or feels lonely.** Have a friendly chat while sipping your favorite drink, and still make meaningful business connections. Register and get more details! **[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** Dress your best for a fun evening at the best venues in Dubai and get ready to pose for an #instaphoto 📷 **How many people attend?** We get 100 people on average in all our events and invite our members on Meetup and other platforms. Members of other groups who RSVP are included as guests to give an idea of expected numbers. Register and get more details! **[Join WhatsApp group (Click on Mobile / 971 55 539 4811)](https://jo.my/whatsapp-group-meetup)** **Glamorous Afterwork is a great platform, where you can:** * Grow your network and business. * Have great conversations and make new friends. * Meet your next client, partner, vendor, investor, and more. **Who should attend?** * Business owners. * Business Leaders. * Industry experts. *PS. Humble excuse from JOB Seekers.* **Registration** ✅ RSVP on Meetup. ✅ [Join WhatsApp group (+971 55 539 4811)](https://jo.my/whatsapp-group-meetup) *Just like any event, slots are limited. RSVP and complete your registration at the earliest.* Happy Networking 😊

EC2 Events This Week

Discover what is happening in the next few days

The Experience Machine by Andy Clark
The Experience Machine by Andy Clark
Badminton for all- Mira, Town Square, Damac Hills 2 , Arabian Ranches
Badminton for all- Mira, Town Square, Damac Hills 2 , Arabian Ranches
🏸 Energize Sports BADDY Queuing Now at Dubai British School, Mira! Looking for a fun and active way to spend your weekends? Join our Baddy community for exciting badminton sessions! ✨ Session Details: 📍 Location: Dubai British School, Mira 1 – Reem 🗓️ Days: Saturdays & Sundays ⏰ Time: 5:30 PM – 7:00 PM 🔥 Why join? • Perfect for all skill levels • Friendly and energetic atmosphere • Great way to stay fit and meet new people 💬 Don’t have a group? No worries! Come solo and we’ll match you in – just bring your game face! 🎯 Limited slots available – queue now to secure your spot! 📲 DM us or contact now to register at +971562139717 You can join us on WhatsApp group through the below link: https://chat.whatsapp.com/CTR7QIGg2NXF6Qmt24YPzS #DubaiBadminton #MiraReem #WeekendVibes #BadmintonDubai #SportsCommunity
Badminton For All DBS Mira, Town Square, Damac Hills 2, Arabian Ranches
Badminton For All DBS Mira, Town Square, Damac Hills 2, Arabian Ranches
🏸 Energize Sports BADDY Queuing Now at Dubai British School, Mira! Looking for a fun and active way to spend your weekends? Join our Baddy community for exciting badminton sessions! ✨ Session Details: 📍 Location: Dubai British School, Mira 1 – Reem 🗓️ Days: Saturdays & Sundays ⏰ Time: 5:30 PM – 7:00 PM 🔥 Why join? • Perfect for all skill levels • Friendly and energetic atmosphere • Great way to stay fit and meet new people 💬 Don’t have a group? No worries! Come solo and we’ll match you in – just bring your game face! 🎯 Limited slots available – queue now to secure your spot! 📲 DM us or contact now to register at +971562139717 You can join us on WhatsApp group through the below link: https://chat.whatsapp.com/CTR7QIGg2NXF6Qmt24YPzS #DubaiBadminton #MiraReem #WeekendVibes #BadmintonDubai #SportsCommunity
Mathematical Minds - FREE
Mathematical Minds - FREE
The goal of this event is to foster mathematical thinking and generate the next generation of independent mathematicians. This event is divided into two segments: The first segment is a warm-up round in which we shall solve high school maths problems. Feel free to bring your own problems and books! You may also want to bring a scientific calculator. The second segment is an introduction to mathematical logic and proof-writing. The problems solved in this segment will be of a different nature. An online group will also be created for mathematical discussions and to keep a record of whatever was covered. This is essential as mathematics is a discipline that continually builds upon the knowledge accumulated so far. Make sure to bring pens and a notebook (or plenty of A4 paper, whichever you prefer). **Whatsapp link**: https://chat.whatsapp.com/FytQQgS85I61vS6nkduLm5
Elite Saturday Night Badminton Dubai @Baseline Al Qouz 9-11pm
Elite Saturday Night Badminton Dubai @Baseline Al Qouz 9-11pm
**This session is for Elite Advanced level players.** ✅ 2 hours of badminton ✅ All levels are welcomed ✅ Feather shuttles included ✅ Professional courts at Baseline Sports Academy ✅ Great games, great people, minimal waiting time **Fee: AED 45** \*\*\* **How to Confirm Your Spot** **Step 1:** RSVP on Meetup **Step 2:** Pay immediately via Careem Pay/Bank Transfer 📲 0555236521 [Rauf] 📲 0509001406 [Waqsi] **Your spot is only confirmed after payment.** If payment is not received, your slot may be given to someone on the wait-list. \*\*\* **Cancellation Policy** Cancel **12+ hours before event** → No charge Cancel **less than 12 hours before event** → Full payment required (this applies even if you sign up within 12hrs of the game time) **No-show** → Full payment required. \*\*\* **New Players** WhatsApp after RSVP: 📲 0555236521 [Rauf] 📲 0509001406 [Waqsi] [https://wa.me/971509001406](https://wa.me/971509001406) **🎯 Welcome to Badminton Lovers Dubai!** **The World's Highest-rated badminton community** from the heart of Dubai \(A perfect ⭐ 5 star rated ★ \| 6000\+ reviews\) – where fun\, fitness\, and friendship come together on court\! Whether you’re a **beginner eager to learn** or an **advanced player seeking competitive rallies**, you’ll enjoy: ✔ 2 hours of structured, mix-and-match doubles games ✔ Professional world-class courts ✔ A friendly, welcoming community of players of all levels \*\*\* **⭐ Why Join Us?** ✔ Dubai’s **#1 rated sports & social group** ✔ Play with 5-6 players per court → **minimum waiting time** ✔ Separate courts for **advanced competitive matches** ✔ Beginner-friendly – guidance & support provided ✔ **Feather shuttles included** + limited rackets (first-come, first-serve) ✔ Exclusive **discounts at leading sports stores in Dubai** ✔ Social, fun, and a great way to meet new friends \*\*\* **📸 Social Media Policy** * Photos/videos may be used to promote badminton & our community **👥 Guest Policy** * Guests must be registered with **name & level** * RSVP holder is responsible for guest payment & cancellations \*\*\* **🏸 Safety Guidelines & Event Rules** To ensure a safe, enjoyable, and well-organised experience for everyone, all participants are required to read and follow the guidelines below: \*\*\* **1️⃣ Personal Responsibility** * All players participate **at their own risk**. * Please ensure you are **physically fit and medically able** to play badminton before joining the session. * Warm up properly and play within your personal limits. \*\*\* **2️⃣ On-Court Safety** * Always be aware of **other players**, shuttle direction, and adjacent courts. * Avoid running into other courts or behind players during active rallies. * Stop play immediately if a shuttle or player enters your court unexpectedly. * Wear **appropriate non-marking sports shoes** to prevent slips and injuries. \*\*\* **3️⃣ Equipment & Attire** * Use suitable badminton rackets and equipment in good condition. * Badminton Lovers Dubai is **not responsible** for any damage to personal equipment. \*\*\* **4️⃣ Personal Belongings** * Players are fully responsible for their **own belongings**. **The organisers are not liable** for any loss, theft, or damage to personal property. \*\*\* **5 Liability Disclaimer** By attending this event, you acknowledge and agree that: * You voluntarily assume all risks associated with playing badminton. * **Badminton Lovers Dubai, its organisers, hosts, and volunteers are released from any liability**, claims, demands, or causes of action related to personal injury, loss, damage, or theft of belongings.
Sound Healing with Sara ✨😍
Sound Healing with Sara ✨😍
Your DXB Tribe – Sound Healing with Sara ✨🎶☕ Join us for a special Sunday morning of relaxation, connection, and nourishment with Your DXB Tribe. We are so excited to welcome Sara, who will guide us through a sound healing session designed to help you slow down, reset your energy, and feel more grounded and present. After the session, we’ll continue the experience with a gathering, giving us time to connect, share, and enjoy a calm morning together in a beautiful setting. 🗓 Sunday, 10th May ⏰ 10 am – 1:00 pm 📍 Location: South Ridge, Downtown This event is perfect if you want to: • take a mindful pause from a busy week • experience the power of sound healing • meet new and familiar tribe ladies in a relaxed space • start your Sunday feeling refreshed and recharged Spaces are limited, so registration is required. Please bring your mat and a cushion 🥰✨and a blanket if you wish 🙏🏽 We can’t wait to share this morning with you 🤍 Your DXB Tribe
SUNDAY Morning Badminton Dubai @Danube Sports World 10am-12noon
SUNDAY Morning Badminton Dubai @Danube Sports World 10am-12noon
**This session is for All levels of players. Advanced level players play in their dedicated courts** ✅ 2 hours of badminton ✅ All levels are welcomed ✅ Feather shuttles included ✅ Professional courts at Danube Sports World ✅ Great games, great people, minimal waiting time **Fee: AED 45** \*\*\* **How to Confirm Your Spot** **Step 1:** RSVP on Meetup **Step 2:** Pay immediately via Careem Pay/Bank Transfer 📲 0555236521 [Rauf] 📲 0509001406 [Waqsi] **Your spot is only confirmed after payment.** If payment is not received, your slot may be given to someone on the wait-list. \*\*\* **Cancellation Policy** Cancel **12+ hours before event** → No charge Cancel **less than 12 hours before event** → Full payment required (this applies even if you sign up within 12hrs of the game time) **No-show** → Full payment required. \*\*\* **New Players** WhatsApp after RSVP: 📲 0555236521 [Rauf] 📲 0509001406 [Waqsi] [https://wa.me/971509001406](https://wa.me/971509001406) **🎯 Welcome to Badminton Lovers Dubai!** **The World's Highest-rated badminton community** from the heart of Dubai \(A perfect ⭐ 5 star rated ★ \| 6000\+ reviews\) – where fun\, fitness\, and friendship come together on court\! Whether you’re a **beginner eager to learn** or an **advanced player seeking competitive rallies**, you’ll enjoy: ✔ 2 hours of structured, mix-and-match doubles games ✔ Professional world-class courts ✔ A friendly, welcoming community of players of all levels \*\*\* **⭐ Why Join Us?** ✔ Dubai’s **#1 rated sports & social group** ✔ Play with 5-6 players per court → **minimum waiting time** ✔ Separate courts for **advanced competitive matches** ✔ Beginner-friendly – guidance & support provided ✔ **Feather shuttles included** + limited rackets (first-come, first-serve) ✔ Exclusive **discounts at leading sports stores in Dubai** ✔ Social, fun, and a great way to meet new friends \*\*\* **📸 Social Media Policy** * Photos/videos may be used to promote badminton & our community **👥 Guest Policy** * Guests must be registered with **name & level** * RSVP holder is responsible for guest payment & cancellations \*\*\* **🏸 Safety Guidelines & Event Rules** To ensure a safe, enjoyable, and well-organised experience for everyone, all participants are required to read and follow the guidelines below: \*\*\* **1️⃣ Personal Responsibility** * All players participate **at their own risk**. * Please ensure you are **physically fit and medically able** to play badminton before joining the session. * Warm up properly and play within your personal limits. \*\*\* **2️⃣ On-Court Safety** * Always be aware of **other players**, shuttle direction, and adjacent courts. * Avoid running into other courts or behind players during active rallies. * Stop play immediately if a shuttle or player enters your court unexpectedly. * Wear **appropriate non-marking sports shoes** to prevent slips and injuries. \*\*\* **3️⃣ Equipment & Attire** * Use suitable badminton rackets and equipment in good condition. * Badminton Lovers Dubai is **not responsible** for any damage to personal equipment. \*\*\* **4️⃣ Personal Belongings** * Players are fully responsible for their **own belongings**. **The organisers are not liable** for any loss, theft, or damage to personal property. \*\*\* **5 Liability Disclaimer** By attending this event, you acknowledge and agree that: * You voluntarily assume all risks associated with playing badminton. * **Badminton Lovers Dubai, its organisers, hosts, and volunteers are released from any liability**, claims, demands, or causes of action related to personal injury, loss, damage, or theft of belongings.

EC2 Events Near You

Connect with your local EC2 community

Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Building Agents with Microsoft Agent Framework
Building Agents with Microsoft Agent Framework
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.
Psychic Development Series  II - Pueo Group
Psychic Development Series II - Pueo Group
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
BeComing Circle Initiates
BeComing Circle Initiates
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
Gold Star Business Networking
Gold Star Business Networking
Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!
Data & Analytics Wednesday - Mapping and Dashboards
Data & Analytics Wednesday - Mapping and Dashboards
**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)