Data Analytics

Join us at the cozy **Storeroom** for another TechShift evening, where code, ideas, and cold drinks meet. For this “Unplanned Edition”, we’re having an special guest speaker who will drop in with a surprise topic — no spoilers, but expect something sharp, relevant, and guaranteed to spark real conversation. **📍 Where:** Storeroom **📅 When:** April 22, 2026 **🕖 Doors open:** 19:00 \| **Talk starts:** 19:40 **👥 Who’s coming:** Developers, DevOps, Security engineers, Product managers, AI & data folks — and anyone driving tech forward in Malta. 📸 Photos may be taken during the event for community channels — let us know if you’d prefer not to appear.

Crypto Ħub Malta introduces [Smooth Operators](https://smoothoperators.dev): AI Buildathon An evening for people who like to create. Join us for good conversations, live building, and the energy of a room full of people who actually make things. Whether you are deep into AI coding or just getting started, this is a space to meet others who build, see what people are working on, and get inspired. Bring your laptop. It’s not mandatory to join the challenge. Some of the best evenings happen when people just start tinkering on their own thing next to others doing the same. This is a bar meet-up as much as it is a tech meet-up. Grab a drink, chat, watch, learn, or just soak in the atmosphere. The 2-Hour Build Challenge Running through the evening, builders from the community will be competing in a live challenge. Before the event, anyone can submit an app idea through the event page. At the start of the night, ideas get randomly assigned to builders in a live raffle. Two hours to turn someone else's idea into something that works. At the end, everyone votes. Prizes go to the best build and to the person whose idea inspired it. Want to be part of the challenge? Register as a builder here: https://event.smoothoperators.dev/builders Want to put in an idea? Submit it here: https://event.smoothoperators.dev/ideas Schedule 19:00 -- Builder-idea raffle. Each builder gets randomly matched with a submitted idea, live on screen. If you are building, be set up and ready to go. 19:00 to 21:00 -- Build challenge. 21:00 to 22:00 -- Presentations and voting. Participating in the build challenge? The raffle kicks off at 19:00 sharp. If you are not there, you cannot be matched with an idea and you will not be able to participate. Make sure you are set up and ready to go before the raffle starts. At 21:00, every builder gets a 2-minute slot to present what they made before voting opens. Register as a builder through the web app so we know numbers ahead of time. This is not a competition of skill. We are here to have fun. The point is to build something in two hours, learn something, and see what everyone comes up with. What is Smooth Operators? A community for AI-first movers, marketers, developers, designers, operators. Everyone utilising AI to build or execute. With groundbreaking changes dropping every day, staying on top of everything alone is not possible. We keep each other updated, expanding the surface area of each other's knowledge. We host build days, meet-ups, buildathons and try to put likeminded people in the same room. If you want to be part of our community, become an operator at https://smoothoperators.dev See you at Soho Office (Strand) on the 22nd of April.

🎤 Sing your favorite songs, laugh together, and meet new people at Wednesday Karaoke Night — a fun, relaxed midweek evening in a welcoming international atmosphere. Whether you love singing or just enjoy cheering others on, you’ll find a relaxed and friendly environment where it’s easy to join in and feel part of the group. Many guests come solo, and our team is always there to help you connect, join a group, and feel comfortable from the very beginning. You can expect a great mix of karaoke performances chosen by the guests, an energetic international crowd, upbeat vibes, and a cozy venue that’s perfect for singing, laughing, and socializing. 📅 Every Wednesday, from 19:30 till late 📍 The Room by Jungle Joy, St Julian’s 🌎 Who joins: Internationals, students, travellers, expats & locals 🎟️ Entry: 7€, including: – A free welcome drink – Full access to the event – Friendly team support to help you connect and meet new people 👉 No booking needed — just show up and enjoy the night. The earlier you come, the easier it is to sign up for songs and join the fun. We look forward to welcoming you! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

Ready to soak up the Mediterranean sun and get active? Join Malta Mates for our weekly Wednesday beach volleyball sessions at the beautiful Sprachcaffe! Whether you're looking for a competitive game or just want to have some fun and meet international people, this is the place to be. Plus, we have full access to the swimming pool to refresh after the game! 📅 The Schedule We start at 19:00 (7pm) every Wednesday until 21:00 (9pm). If the energy is high, we can continue till 22:00 (10pm) 💪 🌊 Refresh & Relax Need to cool down? All participants have access to the Sprachcaffe swimming pool before or after their session. We have changing rooms and showers on-site, so you can go from the sand to the pool to the bar feeling fresh! ✨ What’s Included? • Beach volleyball court🏐 • Access to the swimming pool 🏊‍♂️ • Changing rooms and showers 🚿 • A great international community to socialize with! 🌍 📍 Location & Booking • Venue: Sprachcaffe, Pembroke. • Price: 7 EUR p/p Booking: To secure your spot on the court, please book your ticket here: 👉 https://www.nowonlinetickets.nl/Shop/Overview/F1CC5D6CABCE4F3CC81FFB14C4AF8884 🎒 Don't forget: Bring your swimwear, a towel, plenty of water, and your best team spirit!

We meet in Sliema on Friday 15:00 Location will be announced in dm A cozy coffee meetup for women to connect, chat, and share everyday moments in a warm and friendly atmosphere.

Attention: current event is for women only. Weight changes are influenced by many factors — lifestyle, habits, stress, hormones, and daily routines. In this open discussion, we will explore together: • why weight can change over time • how lifestyle and stress affect our body • seasonal eating habits • emotional eating • activity levels and metabolism • building healthier habits without extreme diets This is a supportive and judgment-free conversation where participants can share experiences and perspectives. This event is a discussion, not a medical consultation.

*📌Tickets to be bought on the [Website](https://englishcafemalta.com/events-in-malta/excursions-in-malta/sunday-hike-malta/)* 👣 Discover Malta’s natural beauty on our Sunday Hiking Adventure, exploring hidden gems, Mediterranean landscapes, coastal paths, rugged cliffs, and some of the island’s most impressive outdoor areas. Along the way, it’s easy to meet new international people naturally while walking, sharing views, and experiencing the trail together — whether you come alone or with friends. It’s a chance to move, breathe fresh air, connect with nature, and experience a more authentic side of Malta - all while spending your Sunday outdoors. 📅 Every Sunday 🕚 Meet at 10:30, departure at 11:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 16:30, same location 🌎 Who joins: Internationals, students, travellers, expats & locals 🎯 The hiking destination changes weekly — find the full list of upcoming locations on our website. 🎟️ Online ticket required (limited spots), starting from €12.50, including: – Private bus transportation to and from the hiking area – Guided hike and full team support – Event coordination and logistics 👉 Spots are limited due to transport — advance online booking via our website is required. On spot, cash payment is possible but it's €20, and is not reccomended as the trip can be soldout. Check our website for an online ticket and FAQ. After the hike, those who wish often join for drinks or food together — a relaxed and spontaneous way to unwind and continue the social vibe. See you on the trail! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/events-in-malta/excursions-in-malta/sunday-hike-malta/)

🔔 Meet new people easily, enjoy great conversations, and experience Malta’s social life at Thursday Social Mixer - our weekly international meetup. Whether you come alone or with friends, you’ll find a friendly and open atmosphere where connecting feels natural. Many guests arrive solo, and our team welcomes you from the start, introducing you to a small group so you can begin chatting right away. The evening features our fun group-rotation icebreaker, the “Bell Speed Friendship” — every few minutes the bell rings and groups change, giving you the chance to meet many different people in a fun way. Expect an international crowd, great energy, and a beautiful venue perfect for socializing. 📅 Every Thursday, from 19:30 till late 📍 Surfside, Sliema 🌎 Who joins: Internationals, students, travellers, expats & locals 🎟️ Entry: 7€, including: – A free welcome drink – Full access to the event – Friendly team support to help you connect and meet new people 👉 No booking needed — just show up and join the experience. The earlier you arrive, the easier it is to join the first groups and make the most of the night. We look forward to welcoming you! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

🛶 Discover one of Malta’s most iconic natural wonders on our Blue Grotto excursion, combining dramatic coastal views, a scenic sea-cave boat ride, and free time to explore the area at your own pace. Travel by private bus to the Blue Grotto, admire the famous turtle-shaped cave from the panoramic viewpoint, then enjoy a local boat ride through glowing sea caves where sunlight paints the water in shades of blue and emerald. After the boat tour, enjoy free time by the sea — relax, explore the village, have lunch, or take an optional swim in the Blue Grotto canal. If you like, it’s easy to connect with other international participants along the way, sharing the views and the experience. 📅 Every other Saturday 🕚 Meet at 10:30, departure at 11:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 16:00, same location 🌎 Who it’s for: Internationals, students, travellers, expats & locals 🎟️ Online ticket required (limited spots), starting from €20, including: – Private bus transportation to and from the Blue Grotto – Scenic sea-cave boat ride – Guided walk and full team support – Event coordination and logistics 👉 Spots are limited due to transport — advance online booking on our website is required. Cliffs, sea caves, and crystal-clear waters await you along Malta’s coastline! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

Join us for a fun and engaging social exchange meetup in Malta. Whether you're practicing English or any language, a beginner or advanced, this event welcomes you. Meet like-minded locals, expats, internationals, and fellow wanderers eager to share stories, explore cultures, and build friendships in a relaxed vibe. This is ideal for new residents, exchange students, and travelers immersing in Malta's island life and community. Don't miss your chance to connect over casual eating, drinking, and chats. Expand your network while embracing the nomadic spirit! 🌍👋 Don’t forget to follow us on Instagram! https://www.instagram.com/malta.mates?igsh=czZvazUwa2liemhn&utm_source=qr

🌊 Explore one of Malta’s most iconic natural wonders on our Comino & Blue Lagoon excursion, an experience combining scenic cruising, Comino exploration, and free time in the famous crystal-clear waters of the Blue Lagoon. Travel by private bus and boat to Comino Island, where turquoise seas, rugged cliffs, sea caves, and Mediterranean landscapes create a truly unforgettable setting. The experience includes a short walk across Comino to discover the island’s landscapes, followed by extended free time at the Blue Lagoon to swim, relax, take photos, or simply enjoy the unique atmosphere. If you like, it’s easy to connect with other international participants along the way, through shared views, conversations, and the journey itself. 📅 Every other Saturday 🕚 Meet at 09:30, departure at 10:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 17:00, same location 🌎 Who it’s for: Internationals, students, travellers, expats & locals 🎟️ Online ticket required (limited spots), starting from €20, including: – Private bus transportation to and from Ċirkewwa – Round-trip boat ride to and from Comino – Short guided walk on Comino – Full team support, coordination, and logistics 👉 Spots are limited due to transport — advance online booking on our website is required. LINK A full day of sea, nature, and unforgettable Mediterranean scenery awaits you! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

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.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**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**

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**� Meet Indianapolis Singles Tonight – Hosted Speed Dating on Zoom** Genuine conversations with real locals — all from your living room. Quick, hosted rounds on Zoom with Indianapolis singles paired to your age group and personality. No awkward pauses — just natural conversation. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Heads up — RSVPing here isn't enough.** Register through your age group link below and complete the quiz. Capacity is limited. --- ✅ **You will like this if:** - 💡 Introverts who shine in one-on-one conversations - Busy professionals who don't want to waste evenings 🗂 **Quick details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel **How the event unfolds** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. --- ✨ Register, take the quiz, and connect with Indianapolis locals tonight. ❤️‍🔥 ✨ Lean version: fewer words, same core offer. Concise by design so people can decide quickly.

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.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/