Data Analytics

**Struggling to Get Leads from People Who Don’t Know You?** You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. **How AI Can Help You Attract Cold Leads (Without Overcomplicating It)** In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. **Imagine Having a Clearer Way to Attract Customers** Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. **Secure Your Seat** This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

**🌟 Horoscope × MBTI Matchmaker Night 🌟Quality Small Group max 25pax if you are interested we still welcome to join us/ if you know you birthday times after the event I will count the birthday chart discuss about which horoscope is good match with you !!** **📍 Venue: The Harbour Place - Bistro Bar @** **located at 114 Tanjong Pagar Road, Singapore** **088529.** **🎟️ Ticket: Free causes is labour day !!** **Join us for a fun, relaxed Horoscope + MBTI matchmaking night, where personality, stars, and real conversations come together ✨** **🔔 Important Note** **As the event is held in a bistro for 2 hours, each guest is required to order a minimum of 2 drinks to cover venue costs. Thank you for your support** **🕒 Event Flow (Flexible & Chill)** **You’re free to follow the schedule or simply enjoy casual chats if you prefer.** **🧊 First 30 min – Self Introduction** **Light and easy introductions. No pressure, just be yourself.** **🍹 Next 30 min – Drinking Game/ discuss about your birthday chart horoscope!!** **Fun ice-breaker games to loosen up and connect naturally.** **💬 Next 30 min – Debate Game** **Interesting discussions around: —Life** **-Career** **-Relationships** **Share your thoughts, listen to different perspectives, and spark chemistry 💡** **📸 Final 30 min – Photo Session** **Take photos with:** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **A meaningful and memorable takeaway 🌙To confirm your participation, please WhatsApp** **87964912\*\*\*\*\*\*\*\*us at least 1 hour before the event.**

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** This Labour Day, take a meaningful pause from the busy pace of life and spend time connecting with other singles in a warm and welcoming environment. This event is specially curated for ladies born in or before 1986 (e.g. 1986, 1985), with gentlemen of all ages welcome to join. Join us for a Labour Day Special: Speed Dating event, where you’ll meet other participants face-to-face through a series of short conversations. It’s a relaxed and enjoyable way to get to know new people, share stories, and see if there may be a connection. At the end of the session, our mutual matching process helps your newfound connections continue beyond the event, giving meaningful connections a chance to grow. Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. Your ticket includes: ✨ 1 complimentary drink ✨ Guided 1-to-1 rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group If you’re looking to meet new people, expand your circle, and potentially discover someone special — this is an event designed for you. **Cost:** Lady's Ticket $45 Gentlemen's Tickets $45 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

**🌟 Horoscope × MBTI Matchmaker Night 🌟Quality Small Group max 25pax if you are interested we still welcome to join us/ if you know you birthday times after the event I will count the birthday chart discuss about which horoscope is good match with you !!** **📍 Venue: The Harbour Place - Bistro Bar @** **located at 114 Tanjong Pagar Road, Singapore** **088529.** **🎟️ Ticket: Free causes is labour day !!** **Join us for a fun, relaxed Horoscope + MBTI matchmaking night, where personality, stars, and real conversations come together ✨** **🔔 Important Note** **As the event is held in a bistro for 2 hours, each guest is required to order a minimum of 2 drinks to cover venue costs. Thank you for your support** **🕒 Event Flow (Flexible & Chill)** **You’re free to follow the schedule or simply enjoy casual chats if you prefer.** **🧊 First 30 min – Self Introduction** **Light and easy introductions. No pressure, just be yourself.** **🍹 Next 30 min – Drinking Game/ discuss about your birthday chart horoscope!!** **Fun ice-breaker games to loosen up and connect naturally.** **💬 Next 30 min – Debate Game** **Interesting discussions around: —Life** **-Career** **-Relationships** **Share your thoughts, listen to different perspectives, and spark chemistry 💡** **📸 Final 30 min – Photo Session** **Take photos with:** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **A meaningful and memorable takeaway 🌙To confirm your participation, please WhatsApp** **87964912\*\*\*\*\*\*\*\*us at least 1 hour before the event.**

**[CONFIRMED TRIP]** **⛰️ BUKIT MOR 摩山 227m LEISURE HIKE + MUAR 麻坡** **📅 Date: 2 May 2026 (Sat)** **Promo: $120/person, Usual:$130/person** [https://www.meetup.com/lets-go-travelling-hiking/events/313681182/](https://www.meetup.com/lets-go-travelling-hiking/events/313681182/) **💰 EVENT COST** **• $130 / pax** **• $120 / pax (3 or more sign up & pay together)** **💳 PAYMENT:** PayNow to UEN: 201727764C Wilfred Go Travelling & Hiking Pte Ltd Or Bank Transfer: DBS Current Account: 0029069789 📲 After payment, WhatsApp 94884478 with screenshot receipt **🏢 TA License No: 03066 TA Name: WILFRED GO TRAVELLING & HIKING PTE LTD** **⛰️HIKE DETAILS:** **Bukit Mor Hill (柔佛州 摩山)** a small village in Parit Jawa, about 18km (\~25 min) from Muar. • Elevation: 227m • Duration: \~1–1.5 hours • Difficulty: Easy / Leisure ✨ Enjoy a relaxing hike with scenic viewpoints overlooking a lake, plus fun photo signages along the trail. Perfect for beginners and casual hikers! **🍜 MUAR FOOD & SIGHTSEEING** Muar is one of Malaysia’s most popular foodie destinations, known for its rich heritage, local coffee, and pre-war architecture. **🍽️ Highlights:** • Glutton Street 贪吃街 – Local street food paradise (fried carrot cake, kuey chap & more) • Hua Nam Chinese Kopitiam – Classic local breakfast spot • Otak-Otak Cheng Boi 阿梅麻坡乌达 – Famous grilled otak-otak (fish, prawn, squid) • Sai Kee 434 Kopitiam – Aromatic coffee, toast & soft-boiled eggs • Wetex Parade – Shopping & leisure time **To Connect With Us:** **1\. Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **2\. Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **3\. Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **INCLUDES:** \* Transportation Van < 14 person Bus >15 person \* Group Dinner is only included if group-size is 10 or more \* Mountain Guide/s \* 1 Event Host **EXCLUDES:** \* Personal Insurance \* Items Not Mentioned In Itinerary include massage etc \* Dinner is at own cost if group-size is less than 10 persons • Driver Tipping, No obligation To Give **To Connect With Us:** **1\. Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **2\. Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **3\. Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **Suggested Itinerary:** Sat, (D) 645am-Marsiling MRT Bus Stop 650am-Depart from Marsiling MRT 730am-JB Custom 745am-Stop over breakfast and packed lunch 1030am-Briefing & Commence Hike 2pm-Toilet Wash-up & Get-Change 3-5pm-Muar Sightseeing Tour 6pm-Dinner @ Yong Peng Restaurant 7pm-Depart 830pm-JB Custom 10pm-Marsiling MRT **Disclaimer, Indemnity and Terms of Participation:** The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only and changes may be required. All participants are strongly advised to have travel insurance. The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes.

**🌟 Horoscope × MBTI Matchmaker Night 🌟Quality Small Group max 25pax if you are interested we still welcome to join us/ if you know you birthday times after the event I will count the birthday chart discuss about which horoscope is good match with you !!** **📍 Venue: The Harbour Place - Bistro Bar @** **located at 114 Tanjong Pagar Road, Singapore** **088529.** **🎟️ Ticket: Free causes is labour day !!** **Join us for a fun, relaxed Horoscope + MBTI matchmaking night, where personality, stars, and real conversations come together ✨** **🔔 Important Note** **As the event is held in a bistro for 2 hours, each guest is required to order a minimum of 2 drinks to cover venue costs. Thank you for your support** **🕒 Event Flow (Flexible & Chill)** **You’re free to follow the schedule or simply enjoy casual chats if you prefer.** **🧊 First 30 min – Self Introduction** **Light and easy introductions. No pressure, just be yourself.** **🍹 Next 30 min – Drinking Game/ discuss about your birthday chart horoscope!!** **Fun ice-breaker games to loosen up and connect naturally.** **💬 Next 30 min – Debate Game** **Interesting discussions around: —Life** **-Career** **-Relationships** **Share your thoughts, listen to different perspectives, and spark chemistry 💡** **📸 Final 30 min – Photo Session** **Take photos with:** *********************** **A meaningful and memorable takeaway 🌙To confirm your participation, please WhatsApp** ************************87964912\*****\*****\*****\*****us at least 1 hour before the event. Causes I hope the person to confirm better can paynow me the entry fee to protect all the attend will coming and pr promise meet up on that day !!Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. Walk-ins are not allowed.************************ **Event's closing date is 1 days prior to date of event.** 1. **After payment is made and you discovered that you cannot attend the event, you are to inform the organizer at least 1days or more prior to event date. A full refund, after a deduction of $10 administration fee, will be given to you.** 1. **When payment is made and the event is cancelled by us, full refund will be given back.** 1. **There is a cooling-off period of 1 days from the date of payment. A full refund, after a deduction of $10 administration fee, will be given to you.** 1. **No Refund will be given:** **• No-show for events.** **• No refund will be given for any cancellation of registration in less than 3 days to the event date.** **Refund will be done via PayLah or PayNow within 3 working days after end of event.** 1. **Swapping of events is not allowed. Mike**

Hi everyone, We will be having our monthly meetup event on 2nd May Saturday at 2pm at Tiger Brokers office pantry area located at 1 Raffles Place, Tower 2, #35-61, Singapore 048616. Near Raffles Place MRT. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a networking and talk event for everyone interested in AI or ChatGPT and to discuss about the latest developments in the use of AI in Finance. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) Speaker 1: Mr Samuel Wong Tiger Brokers (Singapore) Investment Representative Samuel brings over five years of active trading experience across diverse market segments, specializing in precious metals and cryptocurrency. His deep understanding of market fundamentals allows him to navigate the complexities of these dynamic asset classes effectively. Currently serving as an Investment Representative at Tiger Brokers Singapore, Samuel is dedicated to guiding both new and experienced investors through their financial journeys with personalized care and strategic insights. Talk title 1 of Mr Samuel Wong: Navigating Market Trends in AI Sharing Summary: As the rapid evolution of Artificial Intelligence and the semiconductor industry continues to redefine the global financial landscape, we are pleased to host an exclusive AI in Finance seminar designed to equip you with a competitive edge. This session will provide a concise breakdown of the latest market trends driving these sectors, alongside introduction from our IR on high-potential stocks and ETFs categorized by key market segments. Whether you are looking to understand the "AI Super-Cycle" or identify specific investment vehicles, this briefing offers the strategic insights necessary to navigate one of the most transformative growth stories of the decade. Speaker 2: Mr Peter Ong Gaik Sun Mr Peter Ong was a Singapore PSC Scholar at the National University of Singapore for the Physics Bachelor of Science (1983) and the Institute of Education for the Post-Graduate Diploma in Education (1984). After lecturing and teaching in Junior College for a number of years he then converted to IT through the Post-Graduate Diploma in Systems Analysis (1988). He has been in the IT industry and specifically large enterprise and MNCs like IBM Software and BMC Software, marketing software to Financial Institutions including Banks and Insurance companies, and also Government bodies in the Asia Pacific region. Through the years he has gone from technical to sales and had opportunities to also train adults and speak at International conferences across the Asia Pacific region including Australia. In the new millennium, from 2000, he has also run his own regional companies to market and train in the IBM-zSeries mainframe area. He has been training AI and ChatGPT Prompt Engineering since May 2023. In late 2021, he was also certified for the HRDF in Malaysia. Since then he has taught numerous classes and talks in Generative AI for professionals and consulted with companies in Singapore, Malaysia and Thailand. Talk Title 2 of Mr Peter Ong : "From AI Assistant to Trusted Brokerage Copilot: Practical GenAI Use Cases for Tiger Brokers". Sharing Summary: Tiger Brokers has already entered the AI era — the question now is how to move from isolated features to trusted, scalable workflow capabilities. This session cuts through the hype to explore six high-value GenAI use cases tailored to brokerage: from smarter investor support and personalized onboarding to internal research copilots, compliance drafting, and growth workflows. Critically, it also addresses what can go wrong in regulated finance environments and what a practical AI governance model looks like. Designed for a technology-led firm operating under MAS regulation, this talk offers a clear, grounded roadmap for teams ready to turn AI potential into measurable business capability. Agenda 2pm Registration and networking session 215pm Sharing by Speaker from Tiger Brokers 3pm Sharing by Speaker from AAIA Mr Peter Ong 345pm Networking session 4pm End of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

It’s the start of a new month, and that means the hunt is back on! We expect the CDC authorities to unleash a fresh batch of limited-edition **Mystery Ollies** today. Like a real-life "Pokémon Go" quest, we’ll be on a mission to find these rare heritage mascots before they are all claimed! Join us for a scenic 4.6 km trek through the **Walking Trails @ CDC: Jurong**. This route is a visual treat, traversing 5 checkpoints and iconic landmarks including: * **Jurong Town Hall** (The starting point of our industrialization history) * **Japanese & Chinese Gardens** (Newly rejuvenated landscapes) * **Lakeside Garden** (Scenic waterfront views) * **Taman Jurong** (Our final destination) ### **☕ Optional Pre-Event Tea (4:15 PM)** A few of us are gathering for tea break at **Curry Times (#02-08 Westgate)** at 4:15 PM. * **Directions:** From Jurong East MRT Exit D, walk \~80m into Westgate and turn right into the link passage to JEM. * **Move-out:** We will leave Curry Times at 5:00 PM to head to the official meeting point. ### **📍 Main Event Details** * **Meeting Time: 5:15 PM** * **Meeting Point:** Jurong East MRT Station, Exit D (near the Passenger Service Counter at the 2nd Level) * **The Rewards:** Find the 1 Mystery Ollie plus the 5 regular Ollies to earn a $10 RedeemSG reward. Complete the trail to earn another $5 RedeemSG reward (while stocks last). * **Dinner (Optional):** After hitting the last checkpoint, we will head to a nearby air-conditioned food court to refuel and socialize. ### **✅ Requirements** * **No Event Fee:** This walk is led by the organizer on a purely voluntary basis. * **Eligibility:** To earn rewards, you must be a Singapore Citizen/PR (15+) with a valid Singpass and CrowdTaskSG account (by Singapore government). * **Account Setup:** If you’re new, please set up your account here before the walk: [www.crowdtask.gov.sg/quest/walking-trails-cdc](https://www.crowdtask.gov.sg/quest/walking-trails-cdc) ### **🎒 What to Bring** * A fully charged smartphone with data (you’ll need it to "catch" the Ollies!). * Comfortable walking shoes and a water bottle. * An umbrella or poncho (the walk goes on, rain or shine!). *** ### **⚠️ Disclaimer** By joining this event, you acknowledge that you are participating voluntarily and are responsible for your own safety. The organizer is not a professional guide and shall not be held liable for any injury, loss, or damage. Please ensure you are in good physical health. In case of heavy rain, the event may be postponed or cancelled; please check the Meetup comments for updates 1 hour before the start time.

**For ages 18 and above.** Jive is a fast-tempo and energetic dance involving rhythmic quick leg action that accentuates the downbeat with a compact approach. It is a fun and lively dance that burns a lot of calories. ### **Address** 170 Upper Bukit Timah Rd, #08 - 01 Shopping Centre, Singapore 588179 ### **Schedule** Fridays 630PM - 715PM ### **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. ###

**Dates:** * 4 April 2026 * 18 April 2026 * 2 May 2026 **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

In May, we dive into the Silicon Valley odyssey of the century: **The Thinking Machine** by Stephen Witt. Today, Nvidia stands as a titan alongside Apple and Microsoft, having quietly architected the modern world. But how did it happen? This is the definitive inside story of the company inventing our future and the relentless, charismatic vision of its CEO, Jensen Huang. . . . In June of 2024, spurred by the frenzy of investment following the launch of ChatGPT, and thirty-one years after its founding in a Denny’s restaurant, Nvidia became the most-valuable corporation on Earth. In The Thinking Machine, acclaimed journalist Stephen Witt recounts the unlikely story of how a manufacturer of video game components shocked Silicon Valley by conquering the market for AI hardware, and in the process re-invented the computer. Essential to Nvidia’s meteoric success is its visionary CEO Jensen Huang, who more than a decade ago, on the basis of a few promising scientific results, bet his entire company on AI. Through unprecedented access to Huang, his friends, his investors, and his employees, Witt documents for the first time the company’s epic rise and its iconoclastic CEO, who emerges as a compelling, single-minded, and ferocious leader, and now one of Silicon Valley’s most influential figures. . . . “Gripping and brilliantly told." ―Mustafa Suleyman, author of The Coming Wave “A page-turning biography of perhaps the most consequential CEO and company in the world." ―David Epstein, author of Range . . . **📆Event Details** * **Date & Time:** Sunday, May 3rd, 3:00 PM * **Venue:** Las Palmas rooftop bar * **Note:** Please support the venue by ordering at least one drink. 📚**Club Guidelines** * The link below is the book discussion questions. [https://docs.google.com/presentation/d/1NKVL1HZbPKNKc5BQE-HUcbiCtPqIkCu3N4csKreh5DU/edit?usp=sharing](https://docs.google.com/presentation/d/1NKVL1HZbPKNKc5BQE-HUcbiCtPqIkCu3N4csKreh5DU/edit?usp=sharing) Please take a look at them before joining the event. * Following the discussion, our next book will be chosen by group poll. Come prepared to champion your pick. Each month, we explore a different genre. For the June discussion, please bring at least one **fiction** recommendation. If your suggestion wins the vote, your book takes center stage! Even if not, you’ll enjoy stepping beyond your usual horizons. **❓FAQ** * 1)"Do I have to finish reading the book to join the event?" **YES.** We’re here to discuss the book! To ensure a rich and meaningful conversation for everyone, all participants are expected to read the book in full before attending. * 2)"Can I just listen and not join the discussion?" **NO.** We gather in person to **share** ideas. Your voice matters! Whether you agree, disagree, or interpret things differently, every perspective helps deepen our understanding of the book. There’s no right or wrong answer, and every opinion is equally cherished. . . . Feel free to send me a message if you have any other questions. See you in May, bookflies🦋!

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

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.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

Dear Illinois Prairie PUG members, Our next meetup will take place in a **new location**. Please read **the whole announcement** carefully to note all the changes. Our new meeting place is **Chicago Innovations at 1 W. Monroe**. *Talk Title*: pg_lake: Unifying transactional and analytical data with Postgres *Speaker*: Elizabeth Christensen, Snowflake *Talk Description* The data world used to be defined by “transactional" (OLTP) and “analytical” (OLAP) workloads, but we’ve asked ourselves, “Why not both?” A new series of extensions called pg_lake has just been released to connect Postgres to object storage and open table formats - like csv, Parquet, and Iceberg. pg_lake bridges the two worlds of transactional and analytical data for a vendor neutral, open source, unified data stack. This talk will explore the pg_lake extension, including how to build it, and demos of using it with modern data workloads in object storage like Amazon S3. We’ll create simple data pipelines with no ETL and high performance analytics. pg_lake is more than just an extension. It is the foundation to a fully unified data path with 100% open source tools backed by PostgreSQL, DuckDB, Iceberg, and Polaris. *Agenda* 5:20 - doors open 5:30 - pizza arrives 6:00 - 6:10 - Hettie D. Opening remarks 6:10- 6:20 - Hettie D. Data warehouse history overview 6:20 - 6:50 Elizabeth C. pg_lake: Unifying transactional and analytical data with Postgres 6:50 - 7:00 Q&A 7:00 - 7:50 - Open discussion and networking 7:50 - 8:00 - Cleanup time and closing *Notes about our new venue*. I am delighted to have an independent venue for the first time since I am hosting the meetups. I hope that this will be our permanent home. And as you all know, with more freedom comes more responsibilities. You will notice the change in the RSVP form. We are thankful to our hosts and promise to be responsible. We comply with the [PostgreSQL Code of Conduct](https://www.postgresql.org/about/policies/coc/). We do not want to waste food, so please indicate your dietary preferences. We will not close the RSVP in the morning of the meetup, but please do your best to RSVP in advance so that we can order the appropriate amount of food and drinks. Also, all meetups will be hybrid - please don't forget to indicate whether you are attending in-person or virtually. Thank you, and I look forward to seeing you all at our new location! Hettie Dombrovskaya Illinois Prarier PUG Organizer

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 ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.