Data Integration

**Tired of the endless "swipe" culture? Ready to meet real people in the real world?** Walking into a room of strangers can be intimidating—we’ve all been there. That’s why **Liquid Convo** isn’t just another bar night. It’s a curated social community for young professionals in Singapore to find their tribe, share a laugh, and enjoy a wind-down in a space that feels safe and welcoming. Whether you’re looking to expand your "girl tribe," find a new hobby partner, or simply enjoy a great cocktail after work, we’ve got a seat saved for you. Note: We’re evolving. To ensure every Liquid Convo event maintains the high-energy, high-quality crowd you’ve come to expect, we’re introducing a small cover charge. We’re trading 'free for all' for 'curated for you.' Quality over quantity, always. ### **✨ Why Join Us?** * **Warm Welcomes:** Our hosts act as "social catalysts." If you’re shy or coming alone, just find a host—we’ll introduce you to a friendly group immediately. * **Zero Pressure:** No forced networking or rigid schedules. Just organic conversation and good energy. * **A Safe Space:** We maintain a strict "No-Harassment" environment so you can relax and be yourself. ### ** Venue & Details** * **Where:** Koyoi by Kanpai (1 Shenton Way, #01-02, Singapore 068803) — *A chic, cozy spot perfect for conversation.* * **When:** Arrive between 6 PM – 7 PM for the **Early Bird Special** **Admission:** * **Ladies:** $8 * **Gents:** $15 (Please RSVP here: https://luma.com/qfe4c087) Note: RSVP on Meetup does not guarantee entry, walk-ins charged separately) ### ** Exclusive Perks for Our Guests** We’ve partnered with Koyoi to bring you some extra love: * **15% OFF Food:** Hungry? Enjoy a discount on the entire food menu all night. * **Ladies' Special:** Arrive early (6 PM – 7 PM) to enjoy **Free Shots** on the house! ** Our Community Values (The "Fine Print")** To keep our vibes high and our community safe, we have a **zero-tolerance policy** for solicitation, insurance/MLM pitching, or any form of harassment. If anyone makes you feel uncomfortable, please let an organizer know immediately. We’ve got your back. ** FAQs** **"I’m coming alone... is that okay?"** Absolutely! About 70% of our attendees come solo. Our hosts are on-site specifically to help you break the ice and ensure no one is left standing alone. **"What if I don't drink alcohol?"** No problem! Koyoi has a great selection of non-alcoholic beverages and food. It’s about the *convo*, not just the *liquid*. **"How do I stay connected?"** Join our growing community to see photos from past events and chat with people before you even arrive! **Telegram:** [https://t.me/liquid_convo](https://t.me/liquid_convo) **Instagram:** [@liquidconvo](https://www.instagram.com/liquidconvo/)

**For ages 13 and above.** A fast paced freestyle choreography class that will work your groove and musicality through Desi tracks. Well-suited for dancers with some dance background. Don't forget to bring a whole lot of swag with you! Dance Embassy is everything about fitness and wellness of the body and mind. We have facilitated more than 10,000 members to experience and spread the transformative power of dance and fitness since 2015. ### **Address** Tiny Studio, 291 Serangoon Road, #04 – 02, Singapore 218107 ### **Schedule** Saturdays 230PM - 330PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**Each Pax is S$15** (Includes Food samplings at popular Kim Choo Kueh Chang & Dona Manis banana pies) Limited Spots only! 👉 **Register here:**[ https://3playtopia.com/trip/explore-katong-joo-chiat](https://3playtopia.com/trip/explore-katong-joo-chiat) (Please note: Only registrations via the link above will be considered) **HIGHLY REQUESTED! 🔥🔥🔥** Join us for a **Katong–Joo Chiat Heritage & Food Trail**, where culture, architecture, faith, and flavours come together in one of Singapore’s most storied neighbourhoods. This guided walk takes you through Katong–Joo Chiat — a historic melting pot of **Peranakan, Eurasian, and Ceylonese Hindu communities** with tastings of iconic local treats along the way. *** ### What makes this walk worth your while? 🏠 Walk past iconic pastel Peranakan shophouses built in the **1920s** 🛕 Visit one of the **oldest Hindu temples in eastern Singapore** (dating back to the **1850s**) ⛪ Discover Katong’s early Christian heritage along historic Ceylon Road 🥢 Enjoy a **FREE tasting** of Kim Choo’s kueh chang (since **1945**) 🥧 Savour a **FREE tasting** of Dona Manis’ legendary banana pies (since **1992**) 📖 Learn surprising stories and fun facts you won’t find on Google This is **living heritage** — traditions still practised, recipes still handmade, and history still alive. *** ### 🥢 Kim Choo Kueh Chang (since 1945) A Katong institution famous for its traditional **Peranakan kueh chang**, handmade using time-honoured methods. ✨ *Fun fact:* Kim Choo has been wrapping kueh chang for nearly **80 years**, making it one of Singapore’s most enduring Peranakan food brands. 👉 **Includes a complimentary tasting** *** ### 🥧 Dona Manis (since 1992) A beloved old-school bakery best known for its **banana pies**, cream puffs, and traditional tarts. Visit the newly opened cafe along Katong. ✨ *Fun fact:* It began as a small family-run bakery in the **basement of Katong Shopping Centre** before becoming a local cult favourite. 👉 **Includes a complimentary tasting** *** ### 🏛️ Red House Bakery Site (est. 1925) Once a famous breakfast haunt for East Coast residents, known for its cakes and curry puffs. ✨ *Fun fact:* Though it closed in 2003, it remains one of Katong’s most nostalgic food landmarks, often remembered by generations of locals. *** ### 🛕 Sri Senpaga Vinayagar Temple (1850s) One of the **oldest Hindu temples in the east**, serving the Ceylonese Hindu community along Ceylon Road. ✨ *Fun fact:* The temple features a rare **musical pillar** that produces different notes when tapped — a first in Southeast Asia. *** ### ⛪ St Hilda’s Church (1938) A historic Anglican church reflecting Katong’s early Christian community and missionary roots. ✨ *Fun fact:* It is named after **St Hilda of Whitby**, a powerful female figure in early Christianity. *** ### 🏠 Koon Seng Shophouses (1920s) Iconic pastel-coloured homes showcasing **Peranakan architecture**, blending Chinese and Malay influences. ✨ *Fun fact:* The ornate tiles and motifs were once symbols of wealth and social status among Peranakan families. *** ### 🤍 Eurasian Association (founded 1919) Deeply rooted in Katong, representing one of Singapore’s oldest communities. Get a guided tour by a Eurasian guide and visit the 3 museum galleries in the area. Learn more about the Eurasian early settlers, how they originated, including some famous one you may know! ✨ *Fun fact:* The famous **sugee cake** originates from Eurasian culinary traditions. *** ### 📍 Event Details 🗓 **Date:** Saturday, 28 Feb 2026 ⏰ **Meeting Time:** 2.30PM (Please arrive on time as we will leave on the dot) 📍 **Meeting Point:** Marine Parade MRT (Exit 3 - Towards i12 Katong) 🚶‍♀️ **Duration:** Approx. 2 hours 📲 **For inquiries (WhatsApp):** 8078 4087 (Lee Ling)

Fast Friending is a fun, low-pressure way to meet new people in the city and spark genuine connections—no awkward small talk, no swiping. Through guided prompts and quick conversations, you’ll meet multiple like-minded ladies & gents in one evening, making it easy to break the ice and feel at ease from the start. Whether you’re new to Singapore or just looking to expand your social circle, Fast Friending is about real conversations, shared laughs, and meaningful connections. Come as you are, leave with new friends—and maybe a few great stories too. ✨ ✨ What Makes This Event Special? \- FREE entry for ladies \(RSVP required\) \- Guided social experience to help you meet people comfortably \- Fun icebreakers to make conversations even easier \- Fast\-friending rounds so you can connect with multiple attendees \- A reserved space just for our group\! \- Happy Hours till 9\.00 pm\! TICKETS: (**payable in cash and will be collected by** **Frisca at the start of the evening**) Ladies - FREE Entry Gents - 20 SGD \-\-\- 🕖 Evening Flow 8:00 PM – Arrival & Welcome Settle into our reserved area, grab a drink, and let Frisca introduce you to a few friendly faces. 8:30 PM to 9:30 PM – Fast Friending \- Meet a new person every 3\-6 minutes\. \- Frisca will guide each switch so you can connect with many lovely attendees in a short amount of time\. After 9:30 PM – Open Mingling Continue conversations with your favourite connections or meet more people at your own pace. **Our venue for the evening -** We have a reserved area where our members can meet each other in a supportive environment! \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 20 to 40 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\. \-\-\-\-\-\-\- Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). **Here are some videos which will give you some guidance -** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8)

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Bugis (DT14/EW12)

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Botanic Gardens

**For ages 21 and above.** Sakthi Fine Arts is a registered academy in Singapore for teaching Bharatanatyam and dedicated to promote art and culture through teaching, artistic collaboration and performances. With the structured learning curriculum, the school gives an opportunity to learn and explore dance and to make this art form an integral part of the ethnic scene and accessible to all the art enthusiasts in the community. The school is committed to maintaining the cultural and aesthetic sensibilities of Bharatanatyam. ### **Address** 10 Woodlands Square, #03-54, Singapore 737714 ### **Schedule** Sundays 1030AM - 1130AM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks . 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Sembawang (NS11)

* Venue: Singapore Badminton Stadium@ KFF Badminton Arena * 100 Guillemard Rd, Singapore 399718 * SGD $16 * **\**IMPORTANT - Please note the skill level\**** Our general definition/expectation of LI (Low Intermediate) skill level: * **Able to play strategically with lob, smash, clear, drop shot, netting, cover whole court, proper serving, and do double rotation.** * Doubles or mixed doubles game * RSL Supreme or equivalent shuttlecocks will be provided * Prepayment is required to secure the slot * Cancellation within 24 hrs before the event or no show is considered session attended. unless a replacement of the same level is found. Hence, please withdraw promptly * Payment via Paynow or PayLah is preferred * Your RSVP is confirmed even without me contacting you * For no show, you will be banned unless payment is made * Those who do not respond to message will be removed to release the slots for others

!!! Beware of scams! If you have been contacted about featuring your work at our meetings or have been asked for any kind of payment it is a scam. Country: France/Vietnam Written in: 1984 Pages: 177 An appropriate title for a book to read over Valentines, although it may not be an aspirational love story. The good news is it is a shorter read! From the back cover of the book: A modern classic and international bestseller with more than one million copies in print, The Lover has been celebrated by critics and readers across the globe since its first publication in 1984. Set in the prewar Indochina of Marguerite Duras's childhood, this is the haunting tale of a tumultuous affair between an adolescent French girl and her Chinese lover. In spare yet luminous prose, Duras evokes life on the margins of Saigon in the waning days of France's colonial empire, and its representation in the passionate relationship between two unforgettable outcasts. \*\*\*\*\* **New to the Hungry Hundred Book Club?** Here's what you need to know: 1. Read the book (If you don't manage to finish it by the meetup date, don't worry. As long as you're not going to be too disappointed by spoilers, you're still welcome to join.) 2. Come to the meeting, usually (but not always!) on the last Sunday of every month. 3. Be prepared to order food/drink at the venue to show our appreciation for letting us use their space. This is a requirement. A lot of time and effort has been put into finding a place that will accommodate our group without an outrageous minimum charge or rental fee, and you'll never be asked to contribute to organiser fees, so please show your respect and support for the restaurant that's letting us use their space. 4. Discuss! It's a casual conversation, so don't be afraid to ask questions and let us know what you think.

Sundate Yoga – Reconnect, Recharge, Refresh Guided by a Certified Yoga Instructor After a busy week, it’s time to slow down, stretch out, and reconnect with yourself. Join us for a relaxing outdoor yoga session designed to calm the mind, awaken the body, and restore your inner balance—surrounded by nature in a peaceful open-air setting. This 60-minute session focuses on mindful movement, gentle stretching, and deep breathing to help release tension, boost energy, and cultivate self-love. It's the perfect way to reset and start your weekend with clarity and calm. Session Details: 🧘 Time: Sunday, 10:30 AM – 11:30 AM 🧘‍♀️ Location: Aperia Mall, Open Plaza 🧘🏻‍♂️ What to Bring: Yoga mat, yoga block, yoga strap, towel, and water bottle All levels are welcome—especially beginners and intermediate practitioners. Take a deep breath. Let go. Show up for yourself. Namaste.

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 **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.

**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)

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!