Data Science

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **———————————————————————————** **What to expect:** **-You will be Experiencing thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-Guests will enjoy a scenic desert photo stops at the stunning dunes, perfect for capturing breathtaking views.** **-We’ll visit the ocean at the inland sea (where the Golden Sahara desert meet the crystal-clear ocean, creating a rare and unforgettable natural landscape).** **-You will Experience the thrill of sandboarding as you glide down the golden dunes of the desert.** **-You will be experiencing the sunset unfold in the dessert, filling the sky and water with breathtaking colors.** **———————————————————————————** **Additional to the trip:** **-You can choose an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost) and can be booked when we arrive.** **-You can also choose an optional quad biking** **(1 seater, 2 seater) or dunes buggy (4 seater) to add to your adventure and add a bit more excitement in the desert.(additional cost) and can be booked when we arrive.** **———————————————————————————** **Where to meet:** **-name of the meeting place on google maps (Mina Hotel and Residences By The Torch)** **Be there by 2:00 (P.M) Sharp.** **Or——————** **-if you are only one private group i will pick you up from the (Hotel / accommodation) and back after the trip is done.** **———————————————————————————** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **———————————————————————————** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **———————————————————————————** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **——-————————————————————————** **Additional info:** **• Not wheelchair accessible** **• Service animals not allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **I take pride in providing a personalized experience for every guest, focusing on comfort, safety, and unforgettable moments in the desert.** **My experiences are designed to provide high-quality service and a premium private adventure. Guests appreciate the friendly atmosphere, safe driving, and the opportunity to explore Qatar’s beautiful desert in a comfortable 4x4 vehicle.** **———————————————————————————** **What to expect:** **-You will be Experiencing thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-Guests will enjoy a scenic desert photo stops at the stunning dunes, perfect for capturing breathtaking views.** **-We’ll visit the ocean at the inland sea (where the Golden Sahara desert meet the crystal-clear ocean, creating a rare and unforgettable natural landscape).** **-You will Experience the thrill of sandboarding as you glide down the golden dunes of the desert.** **-You will be experiencing the sunset unfold in the dessert, filling the sky and water with breathtaking colors.** **———————————————————————————** **Additional to the trip:** **-You can choose an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost) and can be booked when we arrive.** **-You can also choose an optional quad biking** **(1 seater, 2 seater) or dunes buggy (4 seater) to add to your adventure and add a bit more excitement in the desert.(additional cost) and can be booked when we arrive.** **———————————————————————————** **Where to meet:** **-name of the meeting place on google maps (Mina Hotel and Residences By The Torch)** **Be there by 8:40 (A.M) Sharp** **Or——————** **-if you are only one private group i will pick you up from the (Hotel / accommodation) and back after the trip is done.** **———————————————————————————** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **———————————————————————————** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **———————————————————————————** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **——-————————————————————————** **Additional info:** **• Not wheelchair accessible** **• Service animals not allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **———————————————————————————** **What to expect:** **-You will be Experiencing thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-Guests will enjoy a scenic desert photo stops at the stunning dunes, perfect for capturing breathtaking views.** **-We’ll visit the ocean at the inland sea (where the Golden Sahara desert meet the crystal-clear ocean, creating a rare and unforgettable natural landscape).** **-You will Experience the thrill of sandboarding as you glide down the golden dunes of the desert.** **-You will be experiencing the sunset unfold in the dessert, filling the sky and water with breathtaking colors.** **———————————————————————————** **Additional to the trip:** **-You can choose an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost) and can be booked when we arrive.** **-You can also choose an optional quad biking** **(1 seater, 2 seater) or dunes buggy (4 seater) to add to your adventure and add a bit more excitement in the desert.(additional cost) and can be booked when we arrive.** **———————————————————————————** **Where to meet:** **-name of the meeting place on google maps (Mina Hotel and Residences By The Torch)** **Be there by 2:00 (P.M) Sharp.** **Or——————** **-if you are only one private group i will pick you up from the (Hotel / accommodation) and back after the trip is done.** **———————————————————————————** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **———————————————————————————** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **———————————————————————————** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **——-————————————————————————** **Additional info:** **• Not wheelchair accessible** **• Service animals not allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

Join us on Saturday, the 04th of July 2026 from 6.30 P.M. to 9 P.M. for an insightful evening of education, fun and learning as we celebrate the first meeting for the new term 2026/27. Alongside prepared speeches, this meeting will also consist of an impromptu speaking session which will enable guests to deliver a short 1-2 minute speech along with an an insightful evaluation and feedback session conducted by a seasoned Toastmaster. Guests are wholeheartedly welcome to be a part of proceedings. However, prior confirmation is appreciated at least by Wednesday, the 01st of July 2026 for ease of planning and logistics.

Join us for a relaxed evening of games, fun, and great company during the week. This gathering is open to locals and expats alike, perfect for meeting new friends while enjoying card games, chess, and other fun board games. The idea is simple: play, chat, and unwind together. 📍 **Location:** Adam Coffee Shop ⌚ **Time:** 7:00–9:30 PM 👥 **Vibe:** Chill, social, and lightly competitive (in a fun way!) 🎟 **Entrance Fee:** 10 QAR (cash or Fawran to 30250829) ☕ **Minimum Order:** One drink or food item We’ll rotate between games and tables depending on the number of participants so everyone has a chance to meet and play with different people. Feel free to bring your own games to share! As the café kindly hosts us, we encourage everyone to support them by ordering at least one drink or food item. For those who prefer healthier choices, the café also offers sugar-free drinks and food options. **Note:** Based on previous experiences where some attendees did not place orders and misused shared resources, we have introduced a small entrance fee to help maintain a respectful and positive environment. The fee will also contribute to supporting the community, including providing food for stray cats. Come by, relax, and enjoy a friendly evening together.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

**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

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!