Data Analytics

🛶 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/)

🎵 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/)

Bring the Boardgame that you like, or join a game that others bring! It will happen in Sliema, at St. Gregory Club Lounge on the Triq Mons. G. Depiro! Link to the location on Google Maps: [https://maps.app.goo.gl/3FSTsLZ9LsC2XtsC8](https://maps.app.goo.gl/3FSTsLZ9LsC2XtsC8?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExdzlxWW0ydHR4VTBIYlhUWnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7QdS7_as7KomonOrpkpREIZ26IwcJLjp7uq2H8wGrV1sVQSWOOBcgHm57nzg_aem_8rHeZxd7t45p2U7R-Azmbg) There are NO FEES!

*📌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/)

🎵 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/)

Bring the Boardgame that you like, or join a game that others bring! It will happen in Sliema, at St. Gregory Club Lounge on the Triq Mons. G. Depiro! Link to the location on Google Maps: [https://maps.app.goo.gl/3FSTsLZ9LsC2XtsC8](https://maps.app.goo.gl/3FSTsLZ9LsC2XtsC8?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExdzlxWW0ydHR4VTBIYlhUWnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7QdS7_as7KomonOrpkpREIZ26IwcJLjp7uq2H8wGrV1sVQSWOOBcgHm57nzg_aem_8rHeZxd7t45p2U7R-Azmbg) There are NO FEES!

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.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](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/](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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**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**

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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