Using Hadoop in the Cloud

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!

✨❣️🎆🎇🧡🌟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 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!

✨❣️🎆🎇🧡🌟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 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](https://nurio.kr/events) * Questions or help: [http://pf.kakao.com/_xmzbQn/chat](http://pf.kakao.com/_xmzbQn/chat) \-\-\- **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](https://nurio.kr/events) * **문의 사항:** [카카오톡 채널 상담](http://pf.kakao.com/_xmzbQn/chat)

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Columbus libraries: [https://cml.bibliocommons.com/v2/record/S105C3262835](https://cml.bibliocommons.com/v2/record/S105C3262835) Location: [Knotty Pine Brewing](https://www.knottypinebrewing.net/) [Menu, scroll to the bottom](https://www.knottypinebrewing.net/menus-1) Book summary: Adunni is a fourteen-year-old Nigerian girl who knows what she wants: an education. This, her mother has told her, is the only way to get a "louding voice" -- the ability to speak for herself and decide her own future. But instead, Adunni's father sells her to be the third wife of a local man who is eager for her to bear him a son and heir. When Adunni runs away to the city, hoping to make a better life, she finds that the only other option before her is servitude to a wealthy family. As a yielding daughter, a subservient wife, and a powerless slave, Adunni is told, by words and deeds, that she is nothing. But while misfortunes might muffle her voice for a time, they cannot mute it. And when she realizes that she must stand up not only for herself, but for other girls, for the ones who came before her and were lost, and for the next girls, who will inevitably follow, she finds the resolve to speak, however she can--in a whisper, in song, in broken English--until she is heard

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

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.

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 **Joshua Higginbotham**. 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 **Building Smarter Solutions with Azure Databricks: A Hands-On Journey** Get ready to dive into the power of Azure Databricks through a hands-on exploration of its capabilities. This session will guide you from data ingestion and transformation to model training and deployment all within the unified Databricks environment. You’ll learn how Delta Lake improves performance and reliability, how Databricks notebooks enable collaborative data engineering, and how its integration with Azure AI tools can fast-track intelligent applications. Bring your curiosity, you’ll leave ready to apply Databricks in real-world scenarios. \*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