Data Mining

The December Ohio North Database Training user group meeting will be held on **January 6th, 2025 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Jason Romans**. 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/l/meetup-join/19%3ameeting_N2Q3ODVjM2YtNDQ1NS00MDBjLWI5MzYtNDQ3YmFlZjkzMjAx%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)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**: Updates and 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 on Fire: A Hands-On Intro to Spark in Fabric** Curious about Apache Spark but not sure where to start? This hands-on session introduces you to Spark in Microsoft Fabric Notebooks—a powerful and accessible way to process and analyze big data using familiar tools in the Microsoft ecosystem. We’ll break down key Spark concepts like distributed computing, DataFrames, and lazy evaluation, then show how they come to life inside Fabric’s notebook experience. You’ll see practical demos that cover loading, transforming, and analyzing large datasets—while leveraging Fabric’s modern data stack, including OneLake, Dataflows, and Pipelines. You’ll also learn how to choose between Spark and pure Python notebooks in Fabric, based on execution needs, data integration, and use case fit. Whether you're a SQL pro, BI developer, or data engineer, this session will give you the tools and confidence to start using Spark in your own projects—no cluster management required. \*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.

Monday December 29th at 6PM we'll be meeting up dinner at the Pies & Pints at Easton. Feel free to bring guests. Sandwiches run about $15 and large pizzas run $20-30.

Join us as we get together to see an Opening Night showing of the highly anticipated epic fantasy-adventure, AVATAR: FIRE AND ASH! We’ll make this one of our rare 3D movie events! James Cameron returns to direct the 3rd film in the acclaimed series which should be another visually stunning adventure! Here are details, a trailer and our plan for this event: DESCRIPTION: One year after settling in with the Metkayina Clan, Jake and Neytiri's family encounter a new, aggressive Na'vi tribe called the Ash People, led by the fiery tribe leader, Varang, who has allied with Jake's enemy, Quaritch, as the conflict on Pandora escalates to devastating consequences. The film is directed (and co-written) by James Cameron and stars Sam Worthington, Zoe Saldaña, Sigourney Weaver, Stephen Lang, and Kate Winslet who all return to reprise their roles from previous films. TRAILER: https://www.youtube.com/watch?v=X-vO43w1xXg PLAN: Details for this event have already been confirmed! Please purchase your ticket for the 6:00pm showing at Cinemark Polaris and meet inside the theater lobby between 5:30 and 5:45pm! This event will sell out so advance ticket purchase as soon as possible is advised! Once you do, please list your seat number in the Comments below! NOTE ON LOCATION: This one took some time to sort out! Ticket prices for a 3D showing at the various theaters range from $11 to $22+ in a range of theater sizes from tiny/intimate to large auditoriums. Because advance ticket sales have already started, many locations/showtimes are already half-full! So, we went with a showtime (6pm) and seating suitable for a long (3-hr) movie, middle-of-the-pack pricing, and a large enough theater with little/no pre-sales that (hopefully) won’t sell out too quickly. And, did I mention luxury seating! That said, you’ll want to purchase your tickets as soon as possible! Should be a fun one, Dan

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

# Save the date! FUTURE MEETINGS! [](https://www.meetup.com/funandfood/events/299189211//attendees/) [Hosted By](https://www.meetup.com/funandfood/events/299189211//attendees/) [Dara T.](https://www.meetup.com/funandfood/events/299189211//attendees/) This listing is information only. Each event will be scheduled individually. ## DO NOT TRY TO SIGN UP ON THIS LIST! January 12 , 2025 - Greek epiphany: Blessing of the Waters, Mad Greek Restaurant February 9, 2025 - Valentine's Day in Germany, Hillgarten Beer Garden, Hilliard March 15, 2025, Indian Holi Festival, Aab India Restaurant April 6, 2025 - Chinese: Hanchi / Qingming Festival May 4, 2025 - Japanese Golden Week, Akai Hana Japanese Restaurant June 8, 2025- Hawaiian King Kamehameha Day, Ohana Grill Hawaiian Restaurant July 5, 2025, 60's Nostalgia: Dance to the Moonbats, JT's Restaurant (Fabulous pub food and great beer, as well as dancing music). They play British Invasion music. Dining Out Fun Times Make New Friends ## Photos (1) [See all](https://www.meetup.com/funandfood/photos/34336422) Add photos

Join us for a casual chat over coffee & tea at Grandview Grind! Come out and meet some new people, enjoy your favorite drink, and make some new friends!