ASEAN

🎤 The Premium Vocal Class in Singapore Meet the No.1 Korean Vocal Trainer since 2012 “Bring the song you cannot sing now — I’ll make sure you can. If not, I’ll refund.” ⸻ Why Choose LIM MIRI (林美利)? ✨ Singapore’s Top Korean Vocal Coach • 13+ years of teaching (since 2012) • Holder of National Level 1 Vocal Training Certificate • Winner of Busan MBC Hyunin Music Competition 🏆 • Vocal coach of the 2024 Best Song Award Winner • Professional singer & teacher with international stage experience ⸻ N-in-1 Premium Class With one coach, you can master all genres: • 🎼 Classical vocalisation • 🎷 Jazz vocalisation • 🎤 Pop, K-pop, J-pop, C-pop • 🎸 Rock vocalisation 👉 No need for multiple teachers. 👉 A single, streamlined premium program to cover every vocal style. ⸻ The Guarantee: High Notes, Real Voice 🎶 +5 Keys Up in Chest Voice — Guaranteed If you can’t reach the high notes with your real voice (진성), I will refund. That’s how confident I am. Bring the songs you cannot sing now — you’ll sing them flawlessly within my training. ⸻ More Than Singing — A Voice for Life This is not just about singing. I also provide speech correction & vocal health training for: • Professionals who lose their voice easily when speaking • Students struggling with presentation & public speaking • Anyone who wants a clear, powerful daily voice 👉 When your voice changes, your whole life becomes happier. ⸻ The Premium Experience 💎 Every session is 3x more effective than ordinary classes. 💎 In just 4 lessons, you will discover your inner voice. 💎 A deep, high-quality curriculum designed originally for students preparing to debut as professional singers in Korea. This is not a casual hobby class — it’s a transformational premium program that delivers results. ⸻ Courses 💎 Trial Session 40 minutes — only $20 🎤 1:1 Premium Coaching $550 / 1 pax / 4 lessons / 45 min each 🎶 2 Pax Group Session $350 / each pax / 4 lessons / 50 min each ⸻ Start Now 🎵 Don’t miss the chance to learn from the best Korean vocal trainer in Singapore. 📩 Contact me today and experience the class that no one else can offer. ⸻ 🔖 #PremiumVocalClass #LuxuryTraining 🔖 #Kpop #Pop #Jazz #Classical #R&B #Cpop #Jpop 🔖 #HighNoteGuarantee #LifeChangingVoice whatsapp 8955 3824

BISA would like to invite you as my Guest (Stephanus - UFO ID: 122045198) **UNFRANCHISE BUSINESS PRESENTATION** Cost SGD5/pax Paynow to +6596307289 Who should attend? 1. Students 2 House Wife 3. Mid Career 4. Business Owners 5. Entrepreneurs 6. Anyone who want to get supplemental income through global ecommerce business 22 April 2026 8-9 PM SGT MARKET SINGAPORE TRAINING ROOM 51 CUPPAGE ROAD #08-03 Singapore More Info: +65 93554952 Stephanus (whatsapp only) https://sg.shop.com/revival

**\*Subject: Join Me at the Next BNI Chapter Meeting!\*** Hi, I hope this message finds you well. I would like to extend a special invitation to you to join me at our upcoming BNI Chapter meeting. It's an event I'm excited about, and I believe you'll find it both valuable and enjoyable. BNI (Business Network International) has been a game-changer for my business, helping me connect with like-minded professionals, expand my network, and generate quality referrals. I believe that you, too, could benefit from being a part of our dynamic BNI Chapter. At the meeting, you'll have the opportunity to: * Network with fellow professionals from various industries. * Share information about your business and what types of referrals you are seeking. * Learn more about the power of referral marketing and how it can boost your business. * Discover the success stories of other BNI members. This meeting is a great chance for you to see firsthand BNI's incredible potential and how it can help you grow your business. I will be there to introduce you to fellow members and guide you through the process. Date: 9 May 2024 Time:7.30 am to 10.00 am Fee: $58 Venue: Chui Huay Lim Club 190 Keng Lee Road #04-01 Singapore 308409 Dress Code: Business Attire If you can make it, please RSVP by 8 May at 4.00 pm so we can ensure your spot at the meeting. [https://www.eventbrite.sg/e/9-may-24-bni-synergy-weekly-networking-meeting-tickets-885471006617?aff=oddtdtcreator](https://www.eventbrite.sg/e/9-may-24-bni-synergy-weekly-networking-meeting-tickets-885471006617?aff=oddtdtcreator) I genuinely believe that your presence at this meeting can significantly impact your business and professional network. If you have any questions or need further information, please don't hesitate to let me know. I'm looking forward to seeing you at the BNI Chapter meeting and introducing you to this fantastic group of business professionals. Together, we can take our businesses to new heights. Best regards, P/S: For more information about BNI, click here: [https://www.youtube.com/watch?v=JTLWbaIKJuw&t=5s](https://www.youtube.com/watch?v=JTLWbaIKJuw&t=5s) To find out more about BNI Synergy, click here [www.bnisynergy.sg](http://www.bnisynergy.sg) If you have any questions, please feel free to WhatsApp me at 98394575 or Email soononn@kashacademy.com

Ever feel like making real girlfriends as an adult is somehow harder than it should be? You’re not imagining it. And you’re not alone. Welcome to Gotomo’s **Women’s Only Dinner** — a Circle of Six experience designed for exactly this. Six women. One table. A proper dinner. And zero pressure to be anything other than yourself. No networking. No awkward icebreakers. No group chats that go nowhere. Just good food, great conversation, and the kind of connection you didn’t realise you’d been missing. **Here’s how the evening flows:** 🍷 Arrive & meet your Circle of Six 🍽️ Sit down to a curated dinner together 💬 The Gotomo Moment — this is where it happens 🤝 Grow your circle or join the next one **Who is this for?** ✅ New to Singapore and building your social circle ✅ Expats, locals, and everyone in between ✅ Professionals who’ve lost touch with their girl gang ✅ Anyone who wants real friendships, not just followers **What to bring:** ∙ Your actual self ∙ An appetite (for food and conversation) ∙ Zero expectations — we handle the rest **What we’ve got covered:** ∙ A warm, intimate restaurant setting ∙ A curated group of five other women ∙ The vibes Spots are capped at 6 — because that’s the whole point. Intimate. Real. No crowds. **How to join your Circle of Six:** Reserve your spot at gotomo.co — we’ll match you with six other Tomos and confirm your group before the event. Exact location revealed 24 hours before — because good things are worth the wait. ✨ Launch Pricing: 🎟️ Gotomo Subscription — $19.90/month. Unlimited events, pay $0 event fee for events *only* in April 🎟️ One-time ticket — $14.90. Just this event, no commitment 🍸 Free margarita slushie ($16) on us at Women’s Only Dinner. That’s your subscription covered — in one event. Everything after that? Pure Tomo time. Strangers today. Tomos tomorrow. 🫶🏼 gotomo.co 📲 Follow us for updates and early access to upcoming events: Instagram: @gotomo.sg Telegram: t.me/gotomo_sg Go play. Go connect. Gotomo.

**ARE YOU LOOKING TO DOUBLE OR TRIPLE YOUR BUSINESS IN 2023?** Network with over 100 committed business owners and get the right business deals. BNI is the world’s leading business referral organization with over 296,182 members in over 10,851 BNI Chapters worldwide. In 2021 alone, BNI Members shared over 12.6 million valuable new client referrals and generated over $19.4B (USD) in revenue. We are a member-focused business referral network that works. You will develop long-lasting relationships with like-minded business professionals, create opportunities through referral marketing and grow your business skills. During the meeting, you will have the chance to present a short introduction about your business and share what type of referrals you are looking for. You will also have the opportunity to listen to other members' presentations and learn about their businesses and referrals. Venue: Civil Service Club @Tessensohn 60 Tessensohn Rd Singapore 217664 Visitor Meeting Fee: $58 (Singapore Dollars) Visitor Registration Link: [https://www.eventbrite.sg/e/25-apr-24-bni-synergy-weekly-networking-meeting-tickets-816176264177](https://www.eventbrite.sg/e/25-apr-24-bni-synergy-weekly-networking-meeting-tickets-816176264177) When submitting the form, please state that the member who invited you to the event is Chong Soon Onn. For more information about BNI, click here: [What is BNI? \| How BNI Helps Small Businesses Grow \| Visit a Chapter](https://www.youtube.com/watch?v=JTLWbaIKJuw&t=5s) If you have any questions, please feel free to WhatsApp me at 98394575 or Email soononn@kashacademy.com

**Register now to attend! =>** [https://konfhub.com/ksug-sg-2026-04-22](https://konfhub.com/ksug-sg-2026-04-22) **<=** **Latest promotions** discovered by our community! * **35%** OFF **[Linux Foundation](https://lf.ksug.ai/)** Sitewide Code: **EARTH26AI** * **20%** OFF **[FinOps](https://ksug.ai/finops)** Certs Code: **KSAI_20** * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We're excited to welcome you to the upcoming **KSUG.AI Singapore Meetup** — happening both in-person at **[Datadog](https://www.datadoghq.com/)** office and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** AI in continuous delivery - how governance risk and compliance cannot be secondary by **[Harsh Sabikhi](https://www.linkedin.com/in/harshsabikhi/)**, CRO & **[Matthew Casperson](https://www.linkedin.com/in/mattcasperson/)**, Principal SE @**[Octopus Deploy](https://octopus.com/)** * **Topic 2:** Fix issues faster with Datadog MCP by **[Araavind Senthil](https://sessionize.com/app/organizer/speaker/14470/f7120176-90a9-47d4-a1c7-e570323502a5)**, SE @**[Datadog](https://www.datadoghq.com/)** * **Topic 3:** KubeVirt Unleashed: Virtual Machines Meet Kubernetes by **[Siva Yakkanti](https://sessionize.com/app/organizer/speaker/14470/c1e9cf57-b025-47ee-b805-40a743337fc2)** * **Quiz time:** nice swags giveaway Food and drinks will be provided between **6 and 6.30 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Datadog](https://www.datadoghq.com/)**, @**[Octopus Deploy](https://octopus.com/)**! **[Register here](https://konfhub.com/ksug-sg-2026-04-22) to secure your spot!** See you all there! **Location:** [Datadog Singapore office, 38 Beach Road, 10 South, #10-11, Level Beach Tower, 189767](https://maps.app.goo.gl/CPWigPswds1mM9px6) Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://ksug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Join us for a refreshing nature escape from **Kranji Reservoir to Sungei Buloh Wetland Reserve**—a perfect blend of scenic exploration, wildlife spotting, and a rewarding cross-border food adventure. **📅 Event Details** **Meeting Point:** Kranji MRT Exit A (08:30am) Kranji Reservoir Car Park B (09:00am) **Duration of Walk:** \~2-2.5 hours (leisure pace, flat surface) **Jiak:** Bus to the Checkpoint → Johor Bahru for a well-deserved late lunch **🌱 What to Expect** We’ll explore **Singapore’s first ASEAN Heritage Park**, known for its rich biodiversity and role as a sanctuary for migratory birds. This leisurely walk offers a chance to reconnect with nature while discovering some of the reserve’s most unique highlights: * **Eagle Point** Watch the skies for majestic eagles and other raptors gliding and hunting فوق the coastal waters. * **Mangrove Boardwalk** Wander through lush mangrove forests on elevated paths—no muddy shoes required—while observing fascinating flora and fauna up close. * **Kingfisher Pod** One of the scenic coastal pods offering uninterrupted views of the wetlands and sea—perfect for a quiet pause or photo moment. *** **🦎 Wildlife Encounters (if luck is on our side!)** Keep your eyes peeled for: * **Malayan Water Monitors** and possibly rarer species like the *Clouded Monitor* or *Dumeril’s Monitor* * The elusive **Estuarine Crocodile**, occasionally seen basking or gliding through the water *** After the walk, you can choose to join us for jiak in JB or end the walk there. We’ll hop on a bus to the Checkpoint and head into **Johor Bahru for a relaxed late lunch**—a great way to end the walk with good food and even better company. *** **👟 What to Bring** * Comfortable walking shoes * Water bottle * Hat/sunscreen/umbrella * Insect repellent * Binoculars (optional, but great for birdwatching!) * \*\*\*\*Passport (for those planning to join us for lunch at JB)\*\*\*

We had Ska l[ast year for one of our online meets](https://caravanserai.me/16jul2025), discussing her life in Danang. Ska is stopping by Singapore for a bit, and I'm meeting her to talk about travels and her experience of living and working as a remote digital professional in Malaysia and Vietnam. You are welcome to join us. The meet location is near Arab Street.

Yup, that's right... We're kicking off a mission in 2026: to hunt down and give our own honest seal of approval to Singapore's Michelin hawker stalls! Inspired by that infamous Tik-Toker who went on a quest to "expose" all the Michelin hawkers, we figured, why not make up our own minds? See for ourselves if the food really lives up to the hype or not. So come join us on this adventure – kill two birds with one stone: eat damn shiok food, enjoy solid meals together, and build community along the way. Who's in? Shiok ah! 🚀🍲 **Details:** 📅 **Date**: 25th April 2026 🕝 **Time**: 12:00pm - 5:00 pm 📍 **Location**: TBA I've curated some stores for selection based on their availability. Make your selection below or make a suggestion of your own by leaving down comments on our social media page :D https://tinyurl.com/cvcbc98p ^^ Above is the link to the slido poll page to make your selection. Polling will start from April 11th 2026 to April 17th 2026

Strum, Sing, & Praise: Liberlive Worship Jam 🎸 ​Are you a Liberlive C1 or C2 owner looking to take your worship playing to the next level? Or perhaps you’re a singer or musician who loves a good jam session? ​Whether you’re still figuring out your chord pads or you’ve already mastered the art of the "one-man band," this meetup is for you! We’re gathering a community of believers to explore how this incredible instrument can enhance our praise and worship. ​🎹 What to Expect ​Play-Along Sessions: We’ll go through a setlist of popular contemporary worship songs. It’s a low-pressure environment to practice your timing and transitions. ​Liberlive Tips & Tricks: Share your favorite custom styles, chord progressions, and settings specifically tailored for a worship setting. ​C1 vs. C2 Insights: Compare notes on the hardware and discuss the best ways to integrate them into a live church or small group environment. ​Collaborative Jam: We aren't just for Liberlive players! We welcome singers, percussionists, and other acoustic instruments to join us and create a full sound. ​📍 Event Details ​What to Bring: Your Liberlive C1/C2 and an open heart. ​Skill Level: All levels welcome—from "I just unboxed this" to "I play every Sunday." ​Song Suggestions: Feel free to post your favorite worship songs in the comments so we can prepare the chords! ​Note: This is a community-led session focused on learning, sharing, and fellowship. Let’s make some joyful noise together! ​RSVP now to save your spot!

안녕하세요, Have you been watching a lot of Korean dramas, but can't get past "안녕하세요" (annyeonghaseyo) and "감사합니다" (kamsahamnida)? Or simply want to say out a line from a drama? join us to pick up some Korean at Saturday Korean: 토요일 한국어. It is best that you already have some working knowledge of the Korean language so that you will have a smoother conversation. All our language-learning meetup events are free of charge. WE WANT KOREAN SPEAKERS TOO! We are on a constant lookout for proficient Korean speakers (not necessarily native) to come and share their knowledge of the language and culture. If you speak the language, come join us, help others learn and make lots of friends. See you there! 한국어 화자를 기다리고 있습니다! 유창한 한국어 구사자 (반드시 원어민일 필요는 없음) 분이시라면 저희와 함께 언어와 문화에 대한 지식을 공유해보시는 건 어떨까요. 다른 한국어 학습자들이 한국어를 배우도록 도와주고 많은 친구도 사귀어 보세요. 곧 만나요. 1. NO COMMERCIAL ACTIVITIES We welcome anyone who is keen to learn a language or help others learn the language. However, this is NOT the platform for individuals who have other intentions, such as recruiting members for their business or organisation or selling products or services. We will not hesitate to ask such individuals to stop attending our meetups if they have been found to be pestering our members for such purposes. 2. GETTING THERE Nearest MRT station: Promenade MRT Station. LOCATING US INSIDE THE FOOD COURT When you arrive in the food court, look out for groups of people and ask them if they are there for a meetup. We are usually seated against the wall near the Penyet & BBQ stall, but this may vary. You can also send the host a text message via Meetup.

Join us for SG Agentic Nights, a monthly meetup series spotlighting real-world AI implementation stories and community-driven learning — right here in Singapore. Each month, we bring together practitioners, builders, and curious minds to explore how AI is being applied across industries. Whether you're experimenting with agentic AI, deploying intelligent systems, or just starting your journey, this is your space to learn, connect, and grow. What to Expect: Talks by Practitioners - Learn from experts working on real AI implementation projects in Singapore and beyond. Community Q&A - Bring your questions and get direct insights from speakers and peers. Networking & Collaboration - Meet fellow AI enthusiasts, developers, and organizers shaping the local AI ecosystem. To attend this event please register here: [Agentic Nights](https://konfhub.com/sg-gai-apr-2026-meetup)

Mega Business Networking & Presentation 商业交流会+ 路演 🏆 Friday，星期五， 7pm to 9pm Scci Membership - Free Public (Attendees) - $10 per pax (Payment to be made upon entry -Cash/Paynow) Presenter : $20 for 10min presentation (include 1pax admission), Scci member presenting at $10 📍Location／地点 Blk S, Room 130A within Nanyang Polytechnic 180 Ang Mo Kio Ave 8, Singapore 569830 (near to Yio Chu Kang MRT station) whatspp 97291151 for directions ♦️ Please WhatsApp [Name] to +65 97291151 to register /请将名字传以便注册 97291151 ❤️ Welcome to bring friends/Guest ($10 per pax) ♦️ Attire Smart Casual 🚩🚩🚩🚩🚩🚩🚩🚩 强企为民，商向民生 Making Good Entrepreneurs Better Event Organised by Singapore Chamber of Commerce & Industry 活动方： 新加坡总商会

**❤️‍🔥 Online Speed Dating via Zoom – Connect with Columbus Singles Tonight!** Online speed dating for Columbus locals — hosted live on Zoom, personality matched. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=55+&face_v=8.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- 🎯 **Perfect for:** - Singles in Columbus who want to meet people from home - People fed up with swiping who want actual conversation - Busy professionals who don't want to waste evenings - Anyone who likes connecting online before meeting face-to-face - Columbus locals after personality-matched dates **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Live host handling rounds and introductions - **Vibe:** Friendly and relaxed – genuine chats with Columbus locals - **Duration:** Roughly 90 minutes - **Rounds:** Multiple short one-on-one rounds - **Matches:** Mutual matches sent out after the event - **Privacy:** Contact info only shared when both match **How It Works** 1. **Pick your age group** – Register through your link above. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 4. **Speed date** – One-on-one rounds with personality-matched Columbus locals. 5. **Get matches** – Mutual matches shared after the event. 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **How long are the chats?** A few minutes each — just enough to get a sense of someone. --- ✨ Real people, real conversations — all from your home. 💘 ✨

Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who want to discuss international travel and culture, and anyone who enjoys getting together for good conversations."

The May Ohio North Database Training user group meeting will be held on **May 5th, 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/meet/287759659366576?p=kCaammjECnUCvZzEJv)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**: Elections, 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.

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!

Being Updated Now...

Details Let's join together for a fiesta! (Invite friends - we have lots of room!) Taco Bar Margarita and Beer tasting Complementary chips and salsa Margs/cocktails at the bar for purchase Freshly prepared snacks in the deli for purchase Festive Band/Music Margaritas/Mexican Beer Tasting + Taco Bar: $15.00 per person (covers 4 Margarita or beer samples and one pass thru the Taco Bar) Where: #MarketDistrict (Grandview Yard) location. The party room (our private space) will be decorated with both patios open! Adjoining upstairs area also open for over flow and mingling. After Party: Sometimes, we head to a venue to hear live music afterwards. LDNL is at Black Swan in Hilliard tonight! Wear your bright colors and cheerful !Salud!