Data Analytics

**For Thursday the 30th of April, we will be going to Valletta to enjoy the Firework Festival Finale!!** 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

🔔 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/)

Date and time: Sunday, 3rd May @ 4:30pm Place: Spazju Kreattiv Cinema, Valletta Join us for another movie outing for "The Stranger". In 1930s Algeria, the daily life of an indifferent Frenchman is shaken by the death of his mother and a fateful encounter on a beach. We can go for a drink after. Everyone buys his own ticket from here: https://ticketenginex.kreattivita.org/?eventname=The+Stranger

Ready for a Sunday adventure with a great crowd? 🥾☀️ We’re heading South for a beautiful hike ending in the charming village of Marsaxlokk. This isn’t just a walk; it’s a chance to connect with fellow outdoor lovers, soak up some sun at St. Peter's Pool, and hear stories of history and legends from the region. Here are the details: 🗓️ Sunday 3 May @ 10:30am 🌡️ Expected weather: ⛅️ 19*C 📍Starting point: Marsaskala 🥪Break area: St. Peter’s Pool 📍Ending point: Marsaxlokk ⏳Duration: Approx. 4 hours 👥 Max. group size: 25 people 💰 Price: €6.00 The hike itself only takes about 2-2.5 hours. There will be a min. 30 min. break at St. Peter’s Pool to grab some sunlight, grab a snack and enjoy the views (bring your swimwear for a dip! 🏊 🎟️ Book your spot here! 👉 https://www.maltamates.com/best-events-malta-expats-tourists/ **IMPORTANT** if you are not able to make it, please update your RSVP status to allow other people to join in your place.

*📌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/)

🛶 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/)

🌊 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/)

💃 Meet, play, and dance under the stars at Friday Social Fiesta, our weekly rooftop party where internationals come together in one of Malta’s most vibrant Friday night atmospheres. The night starts social and playful, with fun games and easy connections, then gradually turns into a high-energy Latin party with reggaeton beats, dancing, and unforgettable rooftop vibes. Whether you come alone or with friends, it’s easy to blend in and enjoy the night your way. Expect a lively international crowd, rooftop views, great music, flowing drinks, and a feel-good party atmosphere that builds as the night goes on — from relaxed social vibes early on to full-on dancing later. 📅 Every Friday, from 21:00 onwards 📍 Marco Polo Rooftop, St Julian’s 🌎 Who joins: Internationals, students, travellers, expats & locals 🎟️ Entry: 6€, including: – A free welcome shot or soft drink – Full access to the rooftop party – Beer Pong Tournaments – Until 22:30: friendly team support to help you meet new people, if you like 👉 No booking needed — just show up and join the party. Arriving earlier means easier connections and better drink deals before it gets busy. Bring your best energy — the weekend starts here 💥 Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

🎵 Dance, socialize, and celebrate the weekend under the stars at Saturday Rooftop Party, a vibrant international night on one of Malta’s favorite rooftops. Set at the welcoming Marco Polo Rooftop, the night blends relaxed social vibes with an energetic party atmosphere. Whether you come solo or with friends, it’s easy to blend in, enjoy the music, and let the night unfold naturally. With two rooftop levels, you can choose your vibe — head upstairs for relaxed conversations and lounge energy, or stay on the main level for music, drinks, and dancing as the party builds throughout the night. 📅 Every Saturday, from 21:00 till late 📍 Marco Polo Rooftop, St Julian’s 🌎 Who joins: Internationals, students, travellers, expats & locals 🎟️ Entry: 6€, including: – A free welcome shot or soft drink – Full access to the rooftop party – Glow-in-the-dark face painting – Until 22:30: friendly team support to help you meet new people, if you like 👉 No booking needed — just show up and enjoy the night. Arriving earlier means easier connections and better drink deals before it gets busy. Bring your best energy — Saturday night is for celebrating ✨ 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.

**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**

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!.

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

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.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).