Business Intelligence

Korean Class at Culcom Eunhaeng! Want to learn Korean for free? Join our Korean Class for Foreigners at Culcom Daejeon! Schedule: Every Thursday 7-8pm & Saturday 1-2pm Fee: FREE! Location: Culcom Eunhaeng A Korean class taught by a **professional Korean language instructor** for foreigners living in Korea. This class starts from the **beginner level**, so even if you don’t know Hangul or basic grammar, you’re totally welcome. We focus on real-life Korean, practical expressions, and speaking confidence not just textbook Korean. **Class Schedule** Thursday 7:00–8:00 PM Saturday 1:00–2:00 PM Small group classes, friendly atmosphere, and plenty of chances to speak and ask questions. If you want to feel more comfortable living in Korea and communicate more naturally, this class is for you. How to Join? Text 010-8268-1638 to book a consultation and get started!

Korean Class at Culcom Eunhaeng! Want to learn Korean for free? Join our Korean Class for Foreigners at Culcom Daejeon! Schedule: Every Thursday 7-8pm & Saturday 1-2pm Fee: FREE! Location: Culcom Eunhaeng A Korean class taught by a **professional Korean language instructor** for foreigners living in Korea. This class starts from the **beginner level**, so even if you don’t know Hangul or basic grammar, you’re totally welcome. We focus on real-life Korean, practical expressions, and speaking confidence not just textbook Korean. **Class Schedule** Thursday 7:00–8:00 PM Saturday 1:00–2:00 PM Small group classes, friendly atmosphere, and plenty of chances to speak and ask questions. If you want to feel more comfortable living in Korea and communicate more naturally, this class is for you. How to Join? Text 010-8268-1638 to book a consultation and get started!

Sunday Tea Club was founded in Daejeon in 2023. Created as a quiet alternative to Korea’s typical drinking and nightlife culture, the club offers a calm, meaningful way to spend your Sunday afternoons. If you’ve ever wished for a slower, more mindful space to enjoy afternoon tea and gentle conversation — you’re more than welcome to join us! Participant fee 15,000won+order 1drink(The participation fee is only paid once — at your first visit. All fees are collected and reinvested into the club to purchase new teaware, high-quality teas, or ingredients for future gatherings.)

**What to Expect at Our Events** * Weekly in-person language exchange meetups * Casual, café-style atmosphere There’s always someone new to meet and talk to. **Who Comes to These Meetups?** * Both locals and internationals **How It Works** * Choose an event time * Book a spot * Show up and join the conversation That’s it. You can come alone or with friends. Running late? No problem. Join when you can, leave when you want. *Please note:* To keep conversations balanced, **walk-in registration may be denied depending on group balance**. We strongly recommend booking in advance. **Why People Like This Group** **1\. Smart Group Matching** Participants are grouped to create balanced conversations based on language level and background with optimised algorithm. **2\. Personalized AI Feedback** Gain insights into your progress! Receive **AI-driven feedback** after the session to help you refine your language skills and track your growth. **3\. Meet New People Each Round** Groups rotate every session, so you don’t get stuck talking to the same people all night. **4\. Beginner\-Friendly** Beginners are always welcome. You’ll never be forced into conversations beyond your comfort level. **FAQs** **1\. My target language isn’t very good\. Can I still join?** Yes. Beginners are welcome and grouped with others at a similar level. **2\. Can I arrive late or leave early?** Yes. The meetup is casual and flexible. **3\. Do I need to come every week?** No. Join whenever it fits your schedule. **Community Standards** We strive to maintain a high-quality environment for all participants. 1. Positive Vibes Only: We welcome people who contribute to a better experience for everyone. 2. Accountability: To ensure a safe and friendly space, if a member receives three separate complaints, they will be asked to withdraw from all future events. 3. Your Voice Matters: If you have a negative experience, you will be given the opportunity to provide feedback after every event. **How to Join** * Book your spot: [https://nurio.kr/events/7](https://nurio.kr/events/7) * Questions or help: [https://open.kakao.com/o/gLvLBEai](https://open.kakao.com/o/gLvLBEai) \-\-\- **모임에서는 무엇을 하나요?** * **주 1회 오프라인 언어 교환:** 카페처럼 편안한 분위기에서 정기적으로 만납니다. * **새로운 만남:** 매번 새로운 사람들을 만나고 다양한 주제로 대화할 수 있습니다. **누가 참여하나요?** 한국인과 외국인 멤버들이 함께 모여 언어와 문화를 공유합니다. **참여 방법** 1. **일정 선택:** 원하는 시간과 장소를 확인하세요. 2. **참가 신청:** 온라인으로 간편하게 예약합니다. 3. **대화 참여:** 현장에 오셔서 자유롭게 대화를 시작하세요! > **Tip:** 혼자 오셔도 좋고 친구와 함께 오셔도 됩니다. 늦게 오거나 일찍 나가는 것도 전혀 문제없는 자유로운 모임입니다. **안내 사항:** 원활한 그룹 구성과 대화 밸런스를 위해, **현장 참여(워크인)는 인원 및 그룹 구성 상황에 따라 제한될 수 있습니다.** 참여를 원하시는 경우 **사전 예약을 권장드립니다** **이 모임이 특별한 이유** 1. **스마트 그룹 매칭:** 최적화된 알고리즘을 통해 언어 수준과 배경을 고려하여 대화가 가장 잘 통하는 그룹을 구성해 드립니다. 2. **AI 실력 향상 피드백:** 모임 참여 후, 여러분의 언어 실력을 분석하고 성장을 돕는 **개인별 AI 피드백**이 제공됩니다. 3. **매 라운드 로테이션:** 세션마다 그룹이 바뀌기 때문에 한 번의 모임에서 최대한 다양한 사람들과 교류할 수 있습니다. 4. **초보자 맞춤형:** 초보자도 안심하고 참여하세요. 본인의 수준에 맞는 그룹에서 부담 없이 대화를 시작할 수 있습니다. **자주 묻는 질문 (FAQs)** * **목표 언어를 잘 못하는데 괜찮을까요?** 네, 당연합니다. 비슷한 수준의 멤버들과 그룹이 배정되므로 걱정하지 않으셔도 됩니다. * **늦게 가거나 일찍 나가도 되나요?** 네, 모임은 캐주얼하고 유연하게 운영되므로 본인의 일정에 맞춰 편하게 이용하세요. * **매주 꼭 참여해야 하나요?** 아니요. 원하시는 일정이 있을 때만 선택해서 참여하시면 됩니다. **운영 원칙** 우리는 모두에게 즐거운 언어 교환 경험을 선사하기 위해 긍정적인 에너지를 가진 분들과 함께합니다. * **매너 있는 커뮤니티:** 타인에게 불쾌감을 주는 행동을 지양하며, 서로 존중하는 분들만 참여를 허용합니다. * **피드백 시스템:** 이벤트 종료 후 불편했던 점을 자유롭게 전달하실 수 있습니다. * **참여 제한:** 쾌적한 환경 유지를 위해 3회 이상의 불만이 접수된 멤버는 모든 이벤트 참여가 제한될 수 있습니다. **신청 및 문의** * **참가 신청하기:** [https://nurio.kr/events/7](https://nurio.kr/events/7) * **문의 사항:** [https://open.kakao.com/o/gLvLBEai](https://open.kakao.com/o/gLvLBEai)

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!

**Confidence in Bloom: How Creativity Builds Confidence** What happens when creativity becomes an intentional practice? In this month’s Confidence Lab, we’ll gather at **Petals That Inspire: The Flourish Studio** for an evening exploring the connection between creativity and confidence. How making with our hands, engaging our senses, and allowing space for expression can shift how we see ourselves and what we believe is possible. Our featured speaker, **Amanda Lorenzetti**, owner of Petals That Inspire, will share how creativity has shaped her own confidence journey and why creative environments play such a powerful role in well-being, resilience, and personal growth. Drawing from her work leading an experience-driven floral studio and a community-centered workforce development program, Amanda will reflect on creativity as both a personal and collective catalyst. Amanda will also guide us through a **hands-on floral design experience**, creating a fresh arrangement in a wide mouth mason jar. No prior floral experience is needed, just curiosity and a willingness to engage the process. This evening is an invitation to slow down, create, and reconnect with the part of yourself that grows through care, attention, and imagination. You’ll leave with a floral arrangement to take home, and a deeper understanding of how confidence can be cultivated through creative practices. **Featured Speaker: Amanda Lorenzetti** Amanda Lorenzetti is the owner and founder of [Petals That Inspire](https://www.petalsthatinspire.com/) and The Flourish Studio, a social enterprise florist based in Columbus, Ohio. She brings more than a decade of experience in wedding and event sales, paired with hands-on expertise in floral and event design. Amanda’s connection to the floral industry began early, spending time alongside her godmother, a professional florist on the East Coast. After earning her business degree, she returned to her hometown in Connecticut to work as a floral and event designer, blending creative artistry with strong operational and client-focused skills. In 2020, Amanda returned to the floral industry with a renewed purpose, driven by a desire to build a business rooted in creativity, community impact, and sustainability. During this pivotal time, she founded Petals That Inspire—an innovative floral concept that reimagines the traditional florist model by combining event florals, workshops, and experiential offerings with a mission-centered approach to workforce development. Today, Petals That Inspire is a thriving social enterprise known for its thoughtful design, educational experiences, and commitment to empowering young adults facing barriers to entry in the workforce. Amanda is deeply passionate about building businesses that are both profitable and purpose-driven, and she leverages her strong business acumen to create a scalable & sustainable model that inspires creativity while giving back to the community. **What is Confidence Lab?** Confidence Lab is a monthly community experience for bold, thoughtful leaders building confidence from the inside out. Whether you’re launching a business, leading a team, navigating change, or simply striving to show up more fully—you belong here. Our work demands clarity, courage, and conviction—but the pace of daily life can erode our sense of self. Confidence Lab creates space to reflect, reconnect, and grow with others doing purpose-driven work. It’s designed for entrepreneurs, nonprofit leaders, creatives, corporate professionals, activists, and anyone ready to lead with authenticity and impact. ***Please note:*** *All are welcome! If cost is a concern, please use promo code PUBLIC to access a free ticket—we want you to join us.*

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas