Data Management

Korean Class at CulcomDaejeon! Want to learn Korean for free? Join our Korean Class for Foreigners at Culcom Daejeon! Schedule: Every Monday & Tuesday, 7-8 PM Fee: FREE! Location: Culcom Daejeon • Why join? Improve your Korean conversation skills in a friendly environment Meet amazing people & make new friends Enjoy monthly parties, cultural events, and one-day classes as a Culcom member! How to Join? Text 010-3310-1638 to book a consultation and get started!

✨❣️🎆🎇🧡🌟Meeting new Korean friends in Daejeon (Free only for forigners)❣️🌟🎇🎆🧡 Time: 11:00AM-13:00PM // 18:00PM - 20:00PM every week on Monday, Tuesday, Wednesday, Thursday 11:00AM-13:00PM every weekend on Saturday, Sunday 👉 We are the awesome language exchange cafe with warm and great mood, you can learn language, and culture, meet new people, and make friends a lot( Foreigners & Korean) 🎷Free drinks, snacks and parties // Learning Korean for language exchange are available. 🌆🌌❣️ ❣️Please do not judge availability by current RSVPs through Meetup cause we’re much more active on other platforms as like Instagram and generally only receive a few RSVPs via Meetup. You can make many wonderful friends here!! Let’s make great moment altogether!!🎷🍻 Place: 1066 3rd floor, Dunsan-dong, Seo-gu, Daejeon our map [https://naver.me/xDJXc1Q1](https://naver.me/xDJXc1Q1)

안녕하세요! 대전 토스트마스터즈 이중언어 모임입니다. ✅️대중연설을 통해 학업과 커리어 발전이 필요하다. ✅️영어가 어느 정도 되는데 그 다음 정체되어 있다. ✅️성장 마인드의 사람들을 만나 함께 성장하고 싶다. ✅️전국을 넘어 전세계의 토스트마스터즈를 만나 커뮤니티를 형성하고 싶다. ✅️나는 성장이 목마르다! 이런 모든 분들께 저희 클럽을 강력히 추천합니다. 저희는 100년 전통의 국제적인 리더십 개발 및 대중연설을 연마하는 토스트마스터즈입니다. 미국에서 시작한 비영리 교육 단체이기에 영어 소통이 기본이지만, 대전 토스트마스터즈는 영어와 한국어를 모두 사용하는 이중언어모임으로 영어를 잘하셔도 못하셔도 모두 환영합니다. 성장 마인드셋을 가진 사람들과 끊임없이 소통하며 동반 성장하고 싶은 마음만 가지고 오세요. 저를 포함 정말 많은 분들이 토스트마스터즈에서 쌓은 대중연설 기술과 리더십 기술을 통해, 대학/대학원에서 장학금을 취득, 이직, 승진, 새로운 사업 시작 등 엄청난 삶의 변화를 경험하고 있습니다. 대전 토스트마스터즈는 대전 분만 아니라 서울, 대구, 세종 등에서 다양한 연령대의 멤버분들이 꾸준히 참여해주시고, 2025년부터 월 1회에서 월 2회로 모임을 확장했습니다! 가벼운 영어 회화가 아니라, 준비를 하고 대중연설을 하고, 듣고, 서로 건설적이고 지지적인 평가를 주고 받는 곳이라 성장이 간절한 분들께 적극 추천드려요. 물론 대중연설, 리더십 등의 기술을 떠나 저희는 매 모임 이후 함께 식사하고, 이벤트도 진행하고, 다른 지역 클럽과 조인트 미팅도 가지면서 정말 친하게 지내고 있어요 :) 놀러 오세요! 특히, 건강한 리더십이 필요하신 분들 여기 오셔서 함께 고민 나눕시다. 😄 *** 💬Contact Number (연락처) 010 7522 0017 (Hazel Lee) 🟡Open Kakao Chat Room (오픈채팅) https://open.kakao.com/o/g6Jram4f 참여코드: newdt 📩Email (이메일) hazel0711@ewha.ac.kr 위에 첨부한 연락처로 연락주세요. 전화번호가 가장 빠릅니다. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ✅️ Do you want to improve your English and Korean language skills? ✅️ Are you looking for safe and engaging social gatherings in Daejeon? ✅️ Are you too shy to speak in front of people, but understand the value of public speaking and leadership skills? 🌏Come join us at Daejeon Toastmasters Club. *** ✳️What Do We Do? Daejeon Toastmasters Club hosts bilingual meetings (Korean & English), offering the perfect opportunity to hone your speaking skills in both languages. Toastmasters is a proven educational non-profit organization with over 100 years of history. Our meetings are well-structured, with members delivering speeches in English or Korean and receiving highly constructive and supportive feedback. If you feel stuck in your language journey and need a breakthrough, Toastmasters is the best place to start. ✳️Our Value We are committed to self-improvement by supporting and encouraging one another. We grow TOGETHER, not alone. You'll be surprised how supportive we are to each other. In addition to skill development, we provide fun social gatherings and mentoring opportunities!! ✳️I'm Not Good at Public Speaking... No matter your speaking skills or confidence level, it's perfectly okay—everyone starts somewhere. Our club includes a national speech contest finalist and speech contest organizers from Daejeon and across South Korea! We've all experienced moments of nervousness on stage as we worked to reach this level. In fact, we still have many members who are just beginning their journey in public speaking and eager to improve themselves! ✳️Who Can Join? Gender, age, nationality—none of it matters as long as you bring a growth mindset and respect for other members. Guests are always welcome!!! Feel free to make mistakes here and get ready to meet lifelong learner friends.🥰 ✳️Membership Fee? Visit our meeting for free! Even after becoming a member, the membership fee is only $10 per month. *** 🕙 When 시간 Every 1st and 3rd Saturday, 10:50 AM - 1:00 PM 시간: 매월 첫째, 셋째 토요일 오전 10:50 - 1시 Optional lunch together afterward. 이후 시간 되시면 함께 식사도 함께. *** 🏫 Where 장소 Commoz Field (near Jung-gu Office Station) 커먼즈 필드 (중구청역 바로 옆) The location may change, so please contact us in advance. 장소는 변경될 수 있으니 사전에 연락 부탁드립니다. *** 💬Contact Number (연락처) 010 7522 0017 (Hazel Lee) 🟡Open Kakao Chat Room (오픈채팅) https://open.kakao.com/o/g6Jram4f 📩Email (이메일) hazel0711@ewha.ac.kr ***

Korean Class at CulcomDaejeon! Want to learn Korean for free? Join our Korean Class for Foreigners at Culcom Daejeon! Schedule: Every Monday & Tuesday, 7-8 PM Fee: FREE! Location: Culcom Daejeon • Why join? Improve your Korean conversation skills in a friendly environment Meet amazing people & make new friends Enjoy monthly parties, cultural events, and one-day classes as a Culcom member! How to Join? Text 010-3310-1638 to book a consultation and get started!

✨❣️🎆🎇🧡🌟Meeting new Korean friends in Daejeon (Free only for forigners)❣️🌟🎇🎆🧡 Time: 11:00AM-13:00PM // 18:00PM - 20:00PM every week on Monday, Tuesday, Wednesday, Thursday 11:00AM-13:00PM every weekend on Saturday, Sunday 👉 We are the awesome language exchange cafe with warm and great mood, you can learn language, and culture, meet new people, and make friends a lot( Foreigners & Korean) 🎷Free drinks, snacks and parties // Learning Korean for language exchange are available. 🌆🌌❣️ ❣️Please do not judge availability by current RSVPs through Meetup cause we’re much more active on other platforms as like Instagram and generally only receive a few RSVPs via Meetup. You can make many wonderful friends here!! Let’s make great moment altogether!!🎷🍻 Place: 1066 3rd floor, Dunsan-dong, Seo-gu, Daejeon our map [https://naver.me/xDJXc1Q1](https://naver.me/xDJXc1Q1)

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 is a langauge exchange?** A language exchange is a relaxed social meetup where you practice languages through **real conversations with real people**. No textbooks. No grammar drills. Just talking, listening, laughing, and occasionally stumbling through sentences together. **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. * Optional AI-assisted feedback after the meetup **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. **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\. Meet New People Each Round** Groups rotate every session, so you don’t get stuck talking to the same people all night. **3\. Beginner\-Friendly** Beginners are always welcome. You’ll never be forced into conversations beyond your comfort level. **4\. Optional AI\-assisted Feedback** After the meetup, you can quickly jot down what you learned, phrases you tried, or sentences you struggled with. We’ll generate a simple personalised recap with: * natural corrections and better-sounding alternatives * example sentences you can reuse * quick practice prompts to help you remember it ### **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. **How to Join** * Book your spot: [https://nurio.kr/](https://nurio.kr/) * Questions or help: [http://pf.kakao.com/_xmzbQn/chat](http://pf.kakao.com/_xmzbQn/chat) \-\-\- **언어 교환이란 무엇인가요?** 언어 교환은 교재나 수업 없이 실제 사람들과의 자연스러운 대화를 통해 언어를 연습하는 편안한 소셜 모임입니다. 교과서는 없고 문법 문제도 없습니다. 그저 말하고 듣고 웃고, 가끔은 문장을 더듬으며 함께 대화합니다. **모임에서는 무엇을 하나요** 주 1회 오프라인 언어 교환 모임을 진행하며 카페처럼 편안한 분위기에서 만납니다. 항상 새로운 사람들을 만나고 대화할 수 있습니다. **누가 참여하나요?** 한국인과 외국인이 함께 참여합니다. **참여 방법** 원하는 일정을 선택하고 참가 신청 후 오셔서 대화에 참여하면 끝입니다. 혼자 와도 괜찮고 친구와 함께 와도 됩니다. 늦게 와도 문제없고 원할 때 자유롭게 나가셔도 됩니다. **이 모임의 특징** **1\. 스마트 그룹 매칭** 언어 수준과 배경을 기준으로 최적화된 알고리즘을 통해 대화가 잘 되는 그룹으로 구성합니다. **2\. 매 라운드마다 새로운 사람** 세션마다 그룹이 바뀌기 때문에 같은 사람과만 계속 이야기하지 않아도 됩니다. **3\. 초보자 환영** 초보자도 언제나 환영하며 부담되는 대화에 억지로 참여할 일은 없습니다. 4. **선택형 AI 피드백** 모임 후에 오늘 배운 표현이나 헷갈렸던 문장, 새로 말해본 문장을 짧게 메모하면 AI가 간단한 개인 맞춤 복습을 만들어드립니다: **자주 묻는 질문** **1\. 목표 언어를 잘 못하는데 괜찮을까요?** 물론입니다. 초보자도 수준에 맞는 그룹으로 배정됩니다. **2\. 늦게 가거나 일찍 나가도 되나요?** 네. 모임은 캐주얼하고 유연하게 운영됩니다. **3\. 매주 꼭 참여해야 하나요?** 아니요. 일정에 맞을 때 자유롭게 참여하시면 됩니다. **참여 방법** 예약하기: [https://nurio.kr/](https://nurio.kr/) 문의하기: [http://pf.kakao.com/_xmzbQn/chat](http://pf.kakao.com/_xmzbQn/chat)

**Doing KPIs Right: a KEY to Analytics (and AI!) Impact!** On the one hand, KPIs are such a Business 101 concept that it may seem a little silly to dedicate an entire session to the topic. On the other hand, KPIs get handled so poorly so often that a case could be made that this meetup could just be one of the most impactful sessions of the entire year! We’re starting off the year at a new location: [COhatch Upper Arlington](https://www.cohatch.com/locations/columbus/upper-arlington/) but with a familiar speaker, Tim Wilson! We’ll be back at Rev1 in February, when the speaker will presumably not be Tim. Tim will make the case that effectively measuring performance of projects, campaigns, and initiatives (and even meetups!) should be a foundation for any data analytics program. Topics covered will include: the “two magic questions” of performance measurement, how to help business partners distinguish between outcomes and outputs, and effective tactics for collaboratively establishing KPI targets. He will also stick his neck out by demonstrating some of these techniques in real-time by measuring whether his talk lives up to the promise of this description! All CBUSDAW events are free thanks to our 2026 Sponsors: Clarivoy, Conductrics, What Box Consulting Group, and Piwik PRO. Check out [cbusdaw.com](https://cbusdaw.com) for more information.

**Course Overview:** For project management professionals, the PMP certification is a widely accepted credential. It attests to their proficiency in project management and leadership. Obtaining PMP certification indicates proficiency in project management techniques and a dedication to best practices. It raises earning potential, creates new chances, and improves career prospects. The Project Management Institute (PMI) administers the PMP certification, which necessitates passing a demanding exam, proving experience, and fulfilling professional development criteria. **Training Overview:** This in-depth PMP® course is carefully crafted to provide professionals with the information, tools, and techniques needed to lead projects in a wide range of industries. Updated according to the most recent PMBOK® Guide and PMI standards, the course addresses fundamental project management areas such as initiating, planning, executing, monitoring, controlling, and closing a project. Attendees will receive hands-on practice through live case studies, interactive training, and exam techniques so that they are well-equipped to take the PMP certification exam. The training is also in compliance with the PMI 35 contact hour requirement and is conducted by certified trainers with real-world industry experience. [https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644](https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644) Take your career to the next level with our **intensive PMP® Bootcamp**, designed to help you lead projects with confidence and earn your PMP credential quickly and efficiently. · Hands-on training in project planning, execution, monitoring & closure · In-depth understanding of PMI frameworks and the PMBOK® Guide **·** Proven strategies to **clear the PMP exam on your first try** · Guidance from expert trainers with 15+ years of industry experience **Key Features of PMP Certification** · **4 Days In-Person Training:** Intensive classroom sessions with expert-led instruction, hands-on activities, and full PMP® exam coverage. · **PMBOK® Guide 7th Edition-Based Training:** Aligned with the latest PMI standards, focusing on principles, performance domains, and real-world project applications. · **90 Days of E-Learning Access:** Get unlimited access to recorded sessions, study materials, and practice exams for 90 days to reinforce your learning at your own pace. · **PMI Application Assistance:** Get step-by-step guidance to complete and submit your PMP® exam application accurately and confidently. · **35 Hours of Classroom and Online Instructor-Led Live Training:** Comprehensive, real-time training delivered by certified instructors in both in-person and virtual formats. · **Approved Course Materials:** Study with PMI-authorized and industry-recognized materials aligned with the latest PMP® exam content outline. · **Money-Back Guarantee:** Enroll with confidence—get a refund if you don’t pass the PMP® exam under our specified terms and conditions. · **Exam-Based Mock Tests:** Practice with full-length, PMP®-style mock exams designed to simulate the real test environment and boost your confidence. **Benefits of PMP Certification:** · **Global Recognition:** PMP is a universally respected credential recognized across industries worldwide. · **Higher Salary Potential:** PMP-certified professionals earn up to 20% more than non-certified peers. · **Career Advancement:** Opens doors to leadership roles and high-impact project opportunities. · **Validated Skills:** Proves your ability to manage projects efficiently using industry-standard best practices. · **Stronger Networking:** Connect with a global community of project managers and PMI members. **What will you learn?** * **Project Management Frameworks:** Understand PMI’s approach and the PMBOK® Guide (7th Edition) * **Project Lifecycle & Processes:** Master initiating, planning, executing, monitoring, and closing phases * **Agile & Hybrid Methodologies:** Apply adaptive project practices used in modern industries * **Team Leadership & Communication**: Learn stakeholder engagement, team dynamics, and conflict resolution * **Risk, Time & Cost Management:** Effectively manage project constraints and ensure delivery success * **PMP® Exam Strategy:** Gain test-taking techniques, practice with mock exams, and get exam-ready tips **Our Pass Guarantee: Your Success is Our Priority:** We’re committed to your success—our training, tools, and support are designed to help you pass the PMP® exam with confidence. **Why Choose Our Program? Learn from Industry Leaders. Succeed with Confidence.** · Led by certified experts with 15+ years of experience · PMI-authorized training aligned with the latest PMBOK® Guide · Proven track record of high first-attempt pass rates · Practical case studies and real-world project insights · Dedicated support from registration to certification However, basic understanding and knowledge about quality aspect and quality control will prove to be useful. Other course you might be interested: CAPM \| PMP \|LSSGB \| LSSBB \| LSSGB & LSSBB \| ITIL \| CBAP \| PMI\-ACP \| Big Data \| DevOps \| Data Science \| CSM If you are interested, please let me know so that I can send you special discounted price along with the customized registration link which will help you to enroll it easily. **Other Training Courses:** CAPM \| LSSGB \| LSSBB \| LSSGB&LSSBB\| CSM \| PMI\-ACP \| CCBA \| CEH \| DevOps If you have any more queries regarding PMP training and certification write an email to : [alex.wood@icertglobal.org](mailto:alex.wood@icertglobal.org) [https://www.icertglobal.com/](https://www.icertglobal.com/) Email: [alex.wood@icertglobal.org](http://alex.wood@icertglobal.org/) Phone: 713-287-1187

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

## Details \#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️ **Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. \#\#\# What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time \#\#\# Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐

Happy New Year, all! I hope it is a great one for all of us. Let's welcome 2026 together! Our next much-awaited **COLUMBUS** meetup is **Tuesday January 20** **from 7-10 pm at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new friends! Hope you can join us! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

**NEW LOCATION: 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). For this first meeting of the year, we will be reviewing submissions for the Your Program is Hideous and Obfuscated Challenge (YPHOC). Submissions for this challenge are due by January 12th, 2026. The details can be found here: https://docs.google.com/document/d/13zbxwElpJqPMuAN4Ele2hUgsqtFKzH3OCTL5NEeiLKQ or on our website http://www.cohpy.org 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 centralohpython@gmail.com

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/