BioInformatics

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2apr2026-mc) only.** * Seats are on a first-come, first-served basis. * For admission into our event space, please register beforehand via GovEntry only. * Please present the QR code within your registration confirmation email upon check-in at our event space. **About this Meetup** In the next installment of ***STACK Meetup [AI]***, we’ll confront the realities of building AI with messy, incomplete, and oftentimes, invisible data. From inconsistent datasets to scenarios where structured data barely exists, this session dives into what it takes to build AI beyond ideal conditions. Through real-world project experiences, our speakers will share how they have approached data quality challenges, and worked outside the “happy path.” Walk away with practical strategies and fresh perspectives to help you better navigate the complexities of building AI for real-world contexts. **[Join the discussion today](https://go.gov.sg/stackmeetup-2apr2026-mc)**! **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening 7:15pm: Doing Useful AI When Far From the Happy Data Path By Alejandro Seif, Senior Data Scientist, Multimodal AI Squad, AI Practice, GovTech 7:35pm: The Data Reality of AI: Lessons from Real-World Projects By Silvan Melchior, Principal Data Scientist, Zühlke 7:55pm: Fireside Chat with Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-2apr2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball! ### **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 ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

***Adult Basketball (Ages 18+) – “Game Ready”*** Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active. ### **Address** 604 Elias Rd, Block 604, Singapore 510604 ### **Schedule** Thursdays 5PM - 6PM ### **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.

**Ladakh: A Journey Beyond Limits, Into the Heart of the Himalayas** Ladakh is famous for its breathtaking landscapes, rich Buddhist culture, and adventurous experiences. Known as the **"Land of High Passes,"** it offers stunning views of snow-capped mountains, serene lakes like **Pangong Lake** & vast deserts, making it a paradise for nature lovers and photographers. The region also attracts adventure seekers with activities like trekking, mountain biking & driving along the world’s highest motorable roads. **Ladakh’s** deep-rooted Buddhist heritage is evident in its ancient monasteries and vibrant festivals. Its tranquil environment, combined with unique natural phenomena like **Magnetic Hill**, provides a peaceful escape for travelers seeking solitude. With its strategic importance, rare wildlife, and cinematic appeal, Ladakh has become a must-visit destination for those looking for an extraordinary and immersive experience. **Tour Highlights** **Breathtaking Scenic Views-:** Immerse yourself in the **stunning landscapes** of Ladakh, from the turquoise blue waters of **Pangong Lake** to the surreal beauty of the **Leh city**. Snow-capped peaks, vast deserts, and beautiful valleys await you at every turn! **High-Altitude Adventure-:** Conquer the **Khardung La Pass**, the world’s 2nd highest motorable road **5,359 meters (17,582 feet)** above sea level. Feel the adrenaline rush as you drive through some of the most dramatic terrains on Earth! Perfect for thrill-seekers and adventure enthusiasts. **Magnetic Hill-:** Experience the **Magnetic Hill**, a natural phenomenon where vehicles appear to defy gravity and move uphill! It’s an absolute must-see for curious travelers and a great photo opportunity. **Explore Ancient Monasteries-:** Visit iconic **Buddhist monasteries** like **Hemis**, **Thiksey** & **Diskit** each offering a peaceful escape and a glimpse into Ladakh’s rich spiritual heritage. Don’t miss the chance to witness mesmerizing **prayer ceremonies** and soak in the tranquility. **Exotic Nubra Valley-:** Uncover the hidden gem of **Nubra Valley**, home to the enchanting **Bactrian camels** and the **Diskit Monastery**. Experience the beauty of its **sand dunes** and lush green oases against a backdrop of rugged mountains. **Magical Lakes and Starlit Skies-:** Spend a night under the **starry skies** near the serene **Pangong Tso Lake**. With minimal light pollution, the stargazing experience here is truly magical! **Cultural Immersion-:** Indulge in **Ladakhi cuisine**, like spicy **Thukpa** and freshly made **Momos** and experience the region's unique culture. **Unrivaled Peace and Solitude-:** Ladakh offers unparalleled **solitude**. Whether you’re exploring quiet monasteries or sitting by the serene lakes, this peaceful environment is perfect for unwinding, meditation, and connecting with nature. **Capture the Perfect Travel Photos-:** Whether it’s the vibrant **monasteries**, the colorful **prayer flags**, the **snow-capped peaks**, or the serene **lakes**, Ladakh provides endless opportunities for capturing awe-inspiring photos to remember your adventure. These highlights promise a **once-in-a-lifetime experience** in Ladakh, filled with breathtaking views, rich cultural experiences, and heart-pumping adventure! The perfect getaway for nature lovers, thrill-seekers, and those seeking peace and spirituality. **Trip Details:** **Dates-:** 03rd April 2026 (Friday) – 09th April 2026 (Thursday) **only need 4 days leave (Good Friday long weekend).** **Destinations-:** 3 nights Leh, 2 nights Nubra & 1 night Pangong Tso Lake. **Group Size:** Min 6 pax (to start), max limited to 12 dream travelers. **Air Fare:** As of 13th Oct 2025 only **$** **399** (03rd April, SQ SIN – DEL 2:35 am & 09th April DEL – SIN 21:55 pm). **$ 175** (DEL - LEH 11:05 am & LEH - DEL 13:55 pm). **Note-: All travelers must reach Leh on or before 03rd April 2026 10:00 am.** **Early Bird Price:** **$1688** ($500 deposit by 31st November, 2025; thereafter, the normal price is **$1799**). **Refund Policy:** The deposit is refundable within 3 days after the trip confirmation mail sent to you. After that, it becomes non-refundable. Full amount refunded if we don’t meet minimum no of pax. Check out our website for the sample itinerary and all the exciting details of this journey! [https://dreamvalleydestination.com/portfolio/ladakh-mini-tibet-7d-6n/](https://dreamvalleydestination.com/portfolio/ladakh-mini-tibet-7d-6n/) **Inclusions:** 4 Star accommodations on twin/double sharing basis. Meals-: Daily breakfast, lunch & dinner. Airport pick up & drop. Comfortable transportation for entire trip. Tour guide: Professional English-speaking guide Entrance Fee to the monuments as specified in the itinerary. All applicable government taxes, permit & service charges. English tour guide **Exclusions:** International & domestic flights & personal travel insurance or VISA fee. Personal expenses (shopping, meals other than mentioned above, spa, massage etc). Items of a personal nature, such as laundry, telephone calls, room service, alcoholic & non-alcoholic beverages, etc. Single room supplement, Child or adult in triple sharing room. **REGISTRATION AND PAYMENT:** **1.** RSVP NOW **2.** Transfer a small Deposit of **$500** to grab our **Early Bird Offer** to: **Dream Valley Pte Ltd via:** **A)** PAYNOW to UEN: **202413187D** **B)** Through ATM/Online to: Dream Valley - Current Acct: **11352440801** Bank Name: ANEXT Bank Pte. Ltd. Bank Code: 9742 Bank Industry Code: ANTPSGSGXXX **3.** Once you've transferred, WhatsApp **Vinny (Hp. 85062629)** your proof of payment. **(IMPT: INDICATE THE EVENT & YOUR MEETUP NAME).** Your slot is now confirmed and you'll be invited to the Trip Briefing/ Q & A Session once RSVP closes. **4.** This is a "First to transfer, first to Confirm" basis. The sooner we can confirm this Trip, the more everyone saves. **Disclaimer, Indemnity and Terms of Participation:** **PLEASE READ FOLLOWING LINKS FOR OUR T&C’s BEFORE YOU RSVP:** [https://dreamvalleydestination.com/terms-and-conditions/](https://dreamvalleydestination.com/terms-and-conditions/) [https://dreamvalleydestination.com/privacy-policy/](https://dreamvalleydestination.com/privacy-policy/) By participation on this trip, I agree to & accept **Dream Valley’s** terms and conditions. We reserve the right without prejudice to return payment at any time and not permit participation - without the obligation to explain or give any reason. This Trip is organized by **Dream Valley Pte Ltd** **(TA License: 03794).** **Stay Connected: Follow our latest trips and updates:** **Instagram:** [https://www.instagram.com/dreamvalleydestination?igsh=bThwemV6cmtoN3Ey&utm_source=qr](https://www.instagram.com/dreamvalleydestination?igsh=bThwemV6cmtoN3Ey&utm_source=qr) Check out this Linktree! - [https://linktr.ee/Dreamvalleydestination?utm_source=linktree_profile_share](https://linktr.ee/Dreamvalleydestination?utm_source=linktree_profile_share) Website-: [https://dreamvalleydestination.com](https://dreamvalleydestination.com/) 👉 RSVP Now and Bring Your Friends Along!

**Please click [https://www.facebook.com/share/p/1AVkLWVHQn/](https://www.facebook.com/share/p/1AVkLWVHQn/) .** **For full trip details, please WhatsApp:** Kelvin- [https://wa.me/6593838649](https://wa.me/6593838649) Magdalene - [https://wa.me/6597914105](https://wa.me/6597914105) **For more adventure trips, please click** [https://linktr.ee/thetravellingbackpack](https://linktr.ee/thetravellingbackpack)

Welcome to my sailboat. **Please read this notice**. These are crew opportunities, not for passengers, non-swimmers, people afraid of the water or get seasick. Bring a change of clothes, a towel, a hat, non-marking footwear with heelstrap and sunblock. There is a toilet and drinking water on board. Participants like to contribute to expenses in appreciation of this opportunity. **Also**, please confirm your attendance by SMS or Whatsapp on Saturday for sailing on Sunday, to avoid no-shows and missed sailings. No-shows deprive others of a place, so be responsible and remove your reservation if you are not attending, and please do it in good time. Places unconfirmed by Saturday will not be reserved, and I can't wait for you if I'm not sure you're coming. Keep me informed and reply to my messages. Don't be late. Thank you. Derek 9807-5827.

Welcome beginners and intermediate to join us. Please pm me to confirm your slot, or feel free to reach out if you have any enquiries. thanks 😊 Add my xiaohongshu id: 27421369691 欢迎新手 / 中等水平球友加入我们！如果有什么问题可以私我， 谢谢～ 欢迎加我小红书ID: 27421369691

We are launching a new Beach Tennis Group Class every **Friday from 745–915 PM at Pasir Ris Park**. Whether you’re completely new to the game or an experienced player looking to sharpen your skills, this session is designed for **all levels**: * Beginners will learn the fundamentals — strokes, movement, and coordination on sand. * Intermediate and advanced players can work on strategy, consistency, and competitive drills. You can register your interest here: [https://form.jotform.com/pacificbeachtennis/pbta-sign-up](https://form.jotform.com/pacificbeachtennis/pbta-sign-up), or contact Luke at 9476 5258 to register

Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful. ### **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 ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

**For ages 13 and above.** ***Teens Basketball (Ages 13-18) – “Elite Development”*** For teens looking to take their game to the next level, we focus on advanced skills, footwork, game strategy, and competitive play. This class includes structured training in shooting techniques, ball-handling, defense, and game IQ, preparing players for school teams, competitive leagues, and beyond. ***Adult Basketball (Ages 18+) – “Game Ready”*** Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active. ### **Address** 195B Punggol Rd, Singapore 822195 Punggol Rd, Singapore 822195 ### **Schedule** Sundays 11AM - 12PM ### **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.

**Who Is This Session For:** Beginner tennis players with no experience or play for less than 1 year. **What You'll Learn:** \- Foundational tennis skills\, footwork\, forehand and backhand strokes\, volley and serve \- Learn progressively\, in stages\, to adapt and improve on these basic skills \- Spar with players of similar standard \- Learn tennis from certified coach \- At least 2 years of coaching experience **What To Prepare:** Water bottle, sports attire, tennis racket will be provided to you :) **Number Of Pax:** Max 4 pax per group **Wet Weather Policy:** Reschedule in case of rain, 1h before lesson **Time:** Friday 8-9 pm **Price:** $45 per class $150 for 4 classes ($37.50/class) Please PM or Whatsapp Gabriel ([8401 4648](https://wa.me/6584014648)) if you are interested! 😊 ➡️ [https://wa.me/6584014648](https://wa.me/6584014648) **We Also Have Classes Other Popular Locations** River Valley, Buona Vista, Tampines, Punggol, Upper Thomson, Stadium, Farrer Park, Kembangan, Choa Chu Kang, Lorong Chuan, Senja Cashew CC, Bukit Batok and many more! **View All Our Tennis Classes Islandwide! 👇** [https://sporthitch.com/tennis/](https://sporthitch.com/tennis/) **Arrange For Adult Private Tennis Classes! 👇** [https://sporthitch.com/adult-private-tennis-classes-singapore/](https://sporthitch.com/adult-private-tennis-classes-singapore/) **Arrange For Kids Private Tennis Classes! 👇** [https://sporthitch.com/kids-private-tennis-classes-singapore/](https://sporthitch.com/kids-private-tennis-classes-singapore/)

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

## **Columbus Bitcoin Meetup – Event** Join us for another great evening dedicated to Bitcoin, learning, and community. We will be gathering in the private room at Olentangy Brewery for an evening of conversation, education, and fellowship with fellow Bitcoiners. This special event will feature three guest speakers sharing insights from across the Bitcoin ecosystem. ### **Guest Speakers** **Lindsay Faust** Relationship Manager at River **Andrew Tilmann** CEO of the Midwest Bitcoin Summit **Carlos Estrada** Founder of Coin Vigilante In addition to speaking during the event, Andrew Tilmann will also be available for a meet and greet. This will be a great opportunity to ask questions about the upcoming Midwest Bitcoin Summit, taking place September 23 and 24 at the Columbus Convention Center. ### **Midwest Bitcoin Summit Discount** Early Bird pricing ends **April 1st**, but you can still save **21%** by using the promo code: **COLUMBUS** Use the link below to apply the discount: [https://tickets.midwestbtc.com/affiliate/columbusbitcoinmeetup/event/midwest-bitcoin-summit-2026/?promoCodeTask=apply&promoCodeInput=columbus](https://tickets.midwestbtc.com/affiliate/columbusbitcoinmeetup/event/midwest-bitcoin-summit-2026/?promoCodeTask=apply&promoCodeInput=columbus) ### **Event Details** This will be a three hour event, with speakers beginning just before 7:00 PM. There will be plenty of time afterward for networking, meeting new friends, and continuing the conversation. Food will be provided. We look forward to seeing you there! ***

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)

**🌹 Virtual Speed Dating for First Timers – Meet Fort Wayne Singles with Ease!** **🚨 ACTION NEEDED: RSVP Is Just the First Step!** To actually attend, you need to sign up through your age group link below and finish the personality quiz. **Places are capped** and we expect to fill up – register now! **📋 Find Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=18-32&face_v=19.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=30-46&face_v=19.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=40-58&face_v=19.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=mosaic-mates-empowered-singles&ar=55+&face_v=19.0) --- 🎉 **Up for something fresh from the comfort of your home?** Let's do this! Virtual speed dating is ideal for newcomers. Connect with like-minded local singles right from your own home – zero pressure, no packed venues, just authentic connections in a welcoming, safe space. 🎯 **Perfect for:** - Newcomers looking for a safe space to build dating confidence - Singles looking for a secure, comfortable virtual environment - Anyone after a fun, organised way to meet new people **Event Details** - **Format:** Online Zoom session – intimate atmosphere, professional hosting - **Location:** Wherever you’re most relaxed – that’s your date spot tonight - **Host:** Experienced speed dating host with a knack for putting newcomers at ease - **Vibe:** A cosy, supportive atmosphere where Fort Wayne singles open up with ease - **Privacy:** Your contact details are never shared without mutual agreement - **Dress code:** Smart casual – look sharp, feel great! - **Duration:** About 1 to 1.5 hours – plenty of time to meet great people without going too long - **Atmosphere:** Positive, inclusive, and completely judgement-free **How It Works** 1. **Select Your Session** – Pick the age group that suits you and claim your spot. 2. **Answer a Few Quick Questions** – Our quiz helps pair you with compatible Fort Wayne singles. 3. **Jump on Zoom** – Your host will greet you and guide you through everything. 4. **Date from Home** – Have real, meaningful mini-dates with Fort Wayne singles – all from your sofa. 5. **Match Results** – Find out who you clicked with. If the interest is mutual, we’ll connect you! 💡 **Heads up:** The strongest connections happen when you’re genuinely curious about the other person. **Frequently Asked Questions** **How long are the conversations?** Each round lasts a few minutes – long enough to feel a spark, short enough to keep things exciting! **What's the personality quiz for?** It helps us pair you with compatible people so your conversations are more likely to hit it off! --- ✨ No need to stress about meeting in person – discover real connections from your own space! Someone’s waiting for you! 🥰 ✨

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9