MapReduce

Wizards of Ecom, **Youtube Livestream Link** [https://youtube.com/live/C_d7iPVwFBU?feature=share](https://youtube.com/live/C_d7iPVwFBU?feature=share) In today's event Focus on High-Value Strategy: A VA handles the "24-hour grind" (customer service, case logs, and inventory monitoring), freeing you up to focus on product R&D and brand expansion. Specialized Expertise: Many VAs in 2026 are specialists, not generalists—hiring one specifically for PPC management or A+ Content design often yields a higher ROI than trying to learn those complex skills yourself. Cost-Effective Scalability: You can scale your workforce up during peak seasons (like Prime Day) and down during lulls without the overhead of full-time employee benefits or office space. **Instagram Handle** @wizardsofecom **Youtube Channel** https://www.youtube.com/channel/UCp8itN-dnqJ1AbANGCe1qIA **Linkedin** [www.linkedin.com/in/wizardsofecom](https://app.process.st/www.linkedin.com/in/wizardsofecom) **ALL meetups are always 100% FREE** If you want to access the recording of this event and all previous events you can do so at [academy.wizardsofecom.com](https://academy.wizardsofecom.com/) #### This Meetup event is sponsored by [#SellersFi](https://sellersfi.com/?aff=bluebird) [#PickFu](https://www.pickfu.com/wizardsofamazon) [#RimorCorp](http://www.rimorcorp.com/) [#Rivly](https://rivly.com/) [#AVASK](https://www.avaskgroup.com/) [#EcommerceChris](https://www.ecommercechris.com/) [#ConnectedCommerceCouncil](https://connectedcouncil.org/join) [ ](https://junglescout.com/)[#Alibaba. ](https://www.alibaba.com/?spm=a27aq.cp_15.scGlobalHomeHeader.4.7f804e30A4rcHw&tracelog=mkt_woe).[#Levanta](https://get.levanta.io/20off/woe?utm_campaign=20%25%20off%20Gold%20Plan&utm_source=Wizards-Of-Ecom&utm_medium=member-offer) [#SellerAssistant ](https://www.sellerassistant.app/?utm_source=wizardsofecom&utm_medium=partner&utm_campaign=partnership) [#Unicargo](https://www.unicargo.com/?utm_source=wizardscommunity&utm_medium=traffic&utm_campaign=wizards_traffic) [#GETIDA](https://online.getida.com/woe) [ ](http://sellerboard.com/woe)[#KLAVIYO.](https://www.klaviyo.com/partner/signup?utm_source=001Nu00000LBYK6IAP&utm_medium=partner) #### [#CPA By Choice](https://www.cpabychoice.com/woe) Get your finances in order and reclaim your time — partner with CPA By Choice today so you can focus on what matters while we handle your accounting, tax and financial needs.[https://www.cpabychoice.com/woe](https://www.cpabychoice.com/woe) Get up to $1 Million of working capital in as little as 48 hrs. to take your eCommerce business to the next level of growth with SellersFi [https://sellersfi.com/?aff=bluebird](https://sellersfi.com/?aff=bluebird) AVASK is the #1 provider in helping to expand your eCommerce business internationally, with our proven track record of supplying clients a first class service with VAT compliance, EPR, Customs and accounting services. Get in touch today to find out how we can help! [https://www.avaskgroup.com/](https://www.avaskgroup.com/) [Alibaba.com](https://www.alibaba.com/?spm=a27aq.cp_15.scGlobalHomeHeader.4.7f804e30A4rcHw&tracelog=mkt_woe) offers one-stop B2B sourcing solutions from product and supplier.Find or create your next breakthrough product by visiting [Alibaba.com.](https://www.alibaba.com/?spm=a27aq.cp_15.scGlobalHomeHeader.4.7f804e30A4rcHw&tracelog=mkt_woe) Discover Levanta, the affiliate marketing platform designed for Amazon sellers. Scale your revenue by connecting with over 6,000+ affiliates, creators, and publishers today! [https://hubs.ly/Q02RpY7l0](https://hubs.ly/Q02RpY7l0) At Unicargo, we don’t just move freight—we move businesses forward with seamless logistics, expert compliance, and world-class customer service that puts you first. Let us handle the complexities of global shipping so you can focus on growing your Amazon business—Get started today at [unicargo.com](https://www.unicargo.com/?utm_source=wizardscommunity&utm_medium=traffic&utm_campaign=wizards_traffic) GETIDA is the global leader in Amazon FBA auditing and reimbursements. An approved Amazon solution provider and audits billions of dollars of transactions daily. Get $400 in FREE FBA reimbursements to Prove it!! [https://online.getida.com/woe](https://online.getida.com/woe) Wayward connects brands with top creators and publishers that drive high-intent, high-converting, off-Amazon traffic to your Amazon listings: [https://www.wayward.com/](https://www.wayward.com/brands/amazon-brands?linkId=lp_223989&sourceId=wizards-of-ecom&tenantId=wayward&utm_source=wizardsofecom&utm_campaign=wizardsofecom&utm_medium=referral) Own Your Customer Relationships. Control Your Destiny. Start Free with Klaviyo. [https://www.klaviyo.com/](https://www.klaviyo.com/)\|

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.

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

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

Jimmy V's Grill & Pub in Grandview Heights. We meet in the bar in the room on the right (the cigar shop). You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

**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

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

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)