Data Mining

English (scroll down for Spanish).... run on empty streets with FitFam! All levels are welcome! When: Thursday at 6:30am. Please arrive at 6:25am to find the group and begin the run promptly at 6:30. Español..... Trotar por las calles vacías con FitFam! Todos los niveles son bienvenidos! Cuando: Jueves a las 6:30am. Por favor llegar a las 6:25am para encontrar al grupo y así partir puntualmente a las 6:30.

¿Sientes que haces muchas cosas pero sin una dirección clara? Quieres tomar decisiones PRO ACTIVAS !? Este espacio está pensado para personas que quieren recuperar enfoque, tomar decisiones conscientes y ordenar sus próximos pasos personales o profesionales. Durante 2 horas trabajaremos de manera práctica en: * Identificar qué hoy te está drenando energía * Clarificar qué realmente quieres priorizar * Detectar decisiones que estás postergando * Definir una acción concreta para avanzar esta semana No es una terapia ni una charla motivacional. Es un espacio estructurado de reflexión, claridad y dirección. Tambien hacemos HOT SEAT que consiste en usar el celebro colectivo para resolver problematicas actuales. Grupo reducido. Facilitado por Gauthier, emprendedor, inversionista.

English (scroll down for Spanish).... run on empty streets with FitFam! All levels are welcome! When: Thursday at 6:30am. Please arrive at 6:25am to find the group and begin the run promptly at 6:30. Español..... Trotar por las calles vacías con FitFam! Todos los niveles son bienvenidos! Cuando: Jueves a las 6:30am. Por favor llegar a las 6:25am para encontrar al grupo y así partir puntualmente a las 6:30.

You're Invited to English Party - Game Night Out in Santiago! Possible games include, but are not limited to: Apples to Apples, Taboo, Code Names, Balderdash, Charades, and Pictionary. We'll meet on Saturday night at a bar/restaurant near downtown Santiago at 7:30pm. Possible locations include, but are not limited to, Barrio Italia and Barrio Lastarria. Check the event chat for updates about specific games and the exact location. We'll eat delicious food and play games until around 10:00pm. If you come late you can always join in on one of the teams! Come for the good food, fun game, excellent company, and English conversation! The restaurant is so kind to let us all meet at their place, so please, everyone come hungry and order food and drink to support them! This game night is FREE - you only have to pay for your food and drink. For those who feel moved to contribute to English Party, the completely optional suggested donation for this event is $3 USD. If you would like to make a donation, here is Shannon's PayPal link: PayPal (USD): https://paypal.me/ShannonMcEvoy?country.x=US&locale.x=en_US Friends are welcome (if possible please have them RSVP too, or add them as your guest) Can't wait to see you there! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Welcome to English Party! The purpose of our group is to encourage fluency in English while having FUN and making friends! Our main activities rotate between arts and crafts, game nights, and music (YES - singalongs and karaoke!). * Do you know some English, but freeze up in embarrassment when talking with native English speakers? * Are you bored with learning English in a traditional classroom setting? * Do you crave the challenge of communicating in English in real-life? * Are you a fan of learning by doing? * Are you an English-speaking traveler or expat looking to connect with locals? * Do you enjoy Arts and Crafts? Boardgames? Singing? All of the above? If you answered yes to one or more of the above questions, chances are you'd have a blast with us in our group! We host both in-person (in Santiago, Chile) and online experiences. We would love to have you join us! Follow us on Instagram at @englishparty.cl https://www.instagram.com/englishparty.cl/ Questions? Contact Shannon: via DM on Instagram, @englishparty.cl on WhatsApp - wa.me/56982143632 +569 8214 3632 Want to host a private English Party event for your company or team? Check out the possibilities at: www.englishparty.cl Like what we do? Show us some love on Google! https://maps.app.goo.gl/ge9vCyFJyAthCYL3A

¿Sientes que haces muchas cosas pero sin una dirección clara? Quieres tomar decisiones PRO ACTIVAS !? Este espacio está pensado para personas que quieren recuperar enfoque, tomar decisiones conscientes y ordenar sus próximos pasos personales o profesionales. Durante 2 horas trabajaremos de manera práctica en: * Identificar qué hoy te está drenando energía * Clarificar qué realmente quieres priorizar * Detectar decisiones que estás postergando * Definir una acción concreta para avanzar esta semana No es una terapia ni una charla motivacional. Es un espacio estructurado de reflexión, claridad y dirección. Tambien hacemos HOT SEAT que consiste en usar el celebro colectivo para resolver problematicas actuales. Grupo reducido. Facilitado por Gauthier, emprendedor, inversionista.

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)

**VIVETHINK • International Language Exchange Party + Pub Crawl 🌎** Check our instagram: [@VIVETHINK ]( instagram.com/vivethink) Welcome to VIVETHINK\, the most international experience in Santiago \| Party with locals and travelers from all over the world\. We meet every Friday and Saturday night to practice languages, make friends and party together with themed parties. FRIDAY FEBRUARY 20th / SATURDAY FEBRUARY 21st PARTY TOPIC: 2026 is the new 2006, I was emo too**🤘** **🕗 8:00 PM – 11:00 PM** Language Exchange + Party Games During the first part of the night you will enjoy: Language exchange (All languages) Karaoke 🎤 Chilean welcome drink, snack or mystery gift 🎁 Board games, ping pong, billiards & table soccer Video games & fun party games Perfect to break the ice, meet locals and people from different countries. **🕚 11:00 PM – 4:00 AM** International Party + Pub Crawl (All included) After 11:00 PM, the night continues with: International party 🎉+ Pub crawl to the best clubs in Santiago (All club entries included) Free drinks during party games + Party gifts 🌍 Tourists & travelers are very welcome 💳 Pay at the door (cash or card) Price: $20.000 CLP per person (or equivalent in USD) ✨You can pay half the price for the first experience from 8:00 pm to 11:00 pm, and then the rest if you want to join the party. 🎁 BONUS for International travelers Just by joining the event, you also get: 1 FREE Spanish, English or Portuguese lesson +Discounts on the best tours, restaurants and accommodations in Santiago, you get better prices thanks to our partnerships just for international travelers. Are you ready for one of the most international nights in Santiago? Search for VIVETHINK and see what other travelers say about us 🌎

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

**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 **Abstract** TBD **YouTube Link** TBA

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

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**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)