Data Protection

Hi Architects, Welcome to our first AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. Our speakers this month include: * **Mystery Speaker** **Can Cost Optimisation Improve your other pillars?** In this talk, we'll go through whether Cost Optimisation can improve your security, operational excellence, reliability, etc. and more importantly, how (spoiler alert - it can but it will be an interesting exploration). This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-)

### **New Year, New You: Your First 2026 Bachata Class is FREE! 💃✨** Welcome to your first midweek rhythm of the New Year on Lygon Street! Are you looking to learn a new skill, meet great people, and reinvent your social life for 2026? Whether you are a "Level 0" beginner or a seasoned dancer looking for a friendly community, this is your new Wednesday home. **✨ THE "ZERO-RISK" FIRST STEP** Not sure if Bachata is for you? Come and see for yourself with no commitment! * **Your FIRST 6:30 PM Fundamentals class is 100% FREE!** * No partner needed and no experience required. * Just show up, meet the crew, and have fun. **⭐ THE RISING STAR MEMBERSHIP SPECIAL** If you love your first class and want to stick with your New Year’s goal, we have an exclusive offer for our community: * **The Deal:** Grab our **Rising STAR Membership Card** for just **$50**. * **What’s Included:** This card covers your next **7 classes**! * **Total Value:** That's just **$7.14 per class**. It is officially the best value dance deal in Melbourne! **📅 THE WEDNESDAY SCHEDULE** * **6:00 PM - 8:00 PM:** Happy Hour! ($9 beers, wines, and basic spirits). * **6:30 PM:** Bachata Fundamentals (Beginners) — **FREE for first-timers!** * **7:00 PM:** Bachata Improvers. * **8:00 PM:** Bachata Intermediate. * **9:00 PM – Late:** Social dancing & community vibes. 👉 **Book your spot here:** **📍 WHERE WE ARE** **Club O'Werri** (160-162 Lygon St, Carlton). Look for our check-in table at the entrance. We are the friendly group making a lot of noise and having a great time! **Why join us?** We aren't just a dance school; we are a community. Since 2018, we have focused on connection, laughter, and making sure everyone—especially solo beginners—feels welcome from the moment they walk in. **Come as you are, bring a smile, and let’s make 2026 your year of dance! 🥂**

Ahead of Valentine’s Day, join us at the Atlassian Melbourne office for an Atlassian Community Event exploring modern service management - and why the best service experiences feel a lot like great relationships. In the coming months, customers using Jira Service Management (JSM) will automatically get access to the ‘Service Collection’!  This will be rolled out in phases from February to June. 2026 If you’re already using JSM, this session will help you understand what’s included and how to make the most of it. We’ll explore the Service Collection and how Jira Service Management (JSM) and Rovo AI support modern, human‑centred service teams. Tools included in the Service Collection Jira Service Management (JSM)AssetsCustomer ServiceRovo AI We’ll keep this high‑level and practical, focusing on how these tools come together rather than diving into detailed configuration. Who should attend This event is ideal for: Executive Customer Service Desk Leaders ITSM practitioners Enterprise Service Management (ESM) teams Operations & Support Managers Service & Delivery Leads Atlassian Administrators People, HR, Legal, Facilities & Internal Services teams Anyone using or exploring JSM and AI‑enabled service delivery Presenters Chloe Martin – Senior Solution Engineer, Service Collection Micky Rathod – Senior Solution Engineer, Service Collection Host Michelle Letho – Head of Partnership & Strategic Growth, Willyama Togetha (Atlassian Partner) Details: Date: 11 Feb, 2026 5:30pm – Arrival, drinks & nibbles, Valentine’s‑themed service icebreaker, group photo 6:00–7:00pm – Presentation & Q&A 7:00–7:30pm – Networking Spots are limited – RSVP required. Agenda --- Hosted By Mit Tolia, Atlassian practice & capability lead With 20 years of consulting experience, I specialize in helping organizations leverage Agile and technology to drive business outcomes. Passionate about Agile Lifecycle Management (ALM) tools, I work with enterprises to implement Atlassian solutions that foster business agility, enhance collaboration, and provide meaningful insights for informed decision-making. As an Atlassian geek, my expertise spans the entire Atlassian ecosystem, with a focus on Enterprise Strategy & Planning, Cloud Migrations, and Agile Scaling. I have extensive experience in implementing Jira Align, Jira, Confluence, and Jira Service Management (JSM)—helping teams optimize workflows, inculcate the right behaviors, and scale Agile practices from the team level to enterprise-wide adoption. Always eager to explore new possibilities in the Atlassian space, I thrive on enabling organizations to build adaptive, customer-centric solutions that embrace the future of work and to build communities to constantly learn from each other. Bonnie Emmerson, Atlassian Community Champion Andy Fleming, Atlassian Community Champion Michelle Letho, Account Executive & Networking Junkie Michelle (Miche) Letho is the Melbourne Atlassian Community Event (ACE) Champion and an Account Executive at Willyama Togetha, Australia’s only Indigenous-owned Atlassian Platinum Partner. She helps organisations imagine, build, and scale better ways of working through Atlassian solutions that boost collaboration, visibility, and impact. A member of the Transformers Unite leadership team, Miche supports national change and transformation events that bring practitioners together to learn and share. With a career spanning tech, FMCG, a Startup founder and consulting, she blends commercial know-how with curiosity and heart. If she's not at networking events, outside work, she keeps busy ubering teens at calisthenics and netball. and recharges through yoga, Pilates and hiking. --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-melbourne-presents-service-collection-hearts-tickets-amp-happy-teams/.

Discover the joy of making stuff up! Our Williamstown improv group is where Melbourne's west comes to play, connect, and unleash creativity. Improv isn't just about being funny (though you'll laugh heaps). It's about: ✓ Building confidence in social situations ✓ Improving listening and communication skills ✓ Meeting amazing people from Hobson's Bay ✓ Reducing stress through play and laughter ✓ Discovering your creative side ✓ Having a screen-free, present-moment experience No theatre experience? Perfect! No prepared material? Even better! The only rule is 'Yes, And...' - supporting each other's ideas and having fun. Drop in any Wednesday, 7-9pm. Location: **Williamstown Community and Education Centre Inc 14 Thompson St, Williamstown VIC 3016**. Suitable for ages 16+. First time is free, and its $10 a class after. ***Free parking out the back. Please come to the front, and we will open the door.***

Spice up your Wednesday night with a **FREE Salsa class** at **600 Little Collins St, Melbourne**! No experience or partner needed — just show up, and we’ll teach you everything from the first step to your first spin. You’ll laugh, move, and meet a great mix of new people who are all starting just like you. ✨ **Here’s what you’ll get:** * Step-by-step basics that anyone can learn * Fun, relaxed environment with great music * Meet new friends and feel amazing doing it! 📍 **Location:** The Salsa Foundation — 600 Little Collins St, Melbourne 🕕 **Time:** Wednesday 6 PM (arrive 5–10 mins early to check in) 🎟️ **Cost:** FREE — bookings are essential (spots fill fast!)

**Melbourne Python's Meetup Feburary 2026!** We hope you had a wonderful New Year. As we step into 2026, we look forward to strengthening collaboration and learning within the community. We are back with our regular Melbourne Python meetups, starting this February. Join Melbourne’s Python community for another night of learning, sharing, and connecting. Whether you’re just starting out or you’ve been coding in Python for years, our monthly meetup is the perfect place to learn something new and connect with fellow developers. This group is for developers, data scientists, web programmers, and anyone passionate about Python. Join us to for the meetup to start the 2026. 📅 **When:** 5:30 PM, Thursday, February 12, 2026 📍 **Where:** Judo Bank, Queen and Collins Building Level 26/376-390 Collins St, Melbourne VIC 3000, Australia 👉 [https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA](https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA) **Note:** The entrance is next to Rustica Cafe. Press level 26 when you arrive, and you'll find us there! **Agenda for the Evening** **5:30 - 6:00 PM**: Networking, pizza, and drinks 🍕🍹 **6:00 - 6:15 PM**: Welcome and logistics 🎉 **6:15 - 6:45 PM** - **Talk 1:** David Colls - Head of Data @ MYOB on An EV trip planner for Australia. In this session, David will explore the applicability of this approach to related problems in EV network and fleet planning **6:45 - 7:00 PM**: Break – Refresh your drinks and connect with someone new! **7:00 - 7:30 PM** - **Talk 2:** Sakib Khan Inan - Graduate Research Fellow @ Deakin University on Time Series Data Analysis using Python. **8:00 PM**: Event conclude 🌟 **Special Thanks** 🌟 A huge shoutout to our sponsors **Judo Bank** and **AWS** for making this meetup possible. Your support means the world to us! **Interested in Speaking or Sponsoring?** We’d love to hear from you! Email us at **melbournepython@gmail.com** or fill out our speaker interest form at https://forms.gle/S5T1SL4ULY5aogf47. We can't wait to celebrate Python and the incredible Melbourne community with you. See you on February 12th! 🎉

## 💘 KISMETRIX \| True Connection [Ticketed Event](https://www.kismetrix.com.au/all-events/?event=26193) ### Valentine’s Eve Singles Drinks at Konar Bar Hosted by **KISMETRIX \| True Connection** 📍 **Konar Bar (Roof Top) : 483 North Road, Ormond Vic 3204** 📅 **Friday, 13 February** 🕖 **7:00 PM – 10:00 PM** Valentine’s Day is tomorrow. If you’re single… **this is not the night to stay home.** This is our **Valentine’s Eve Singles Drinks** — a high-energy, feel-good Friday night created for people who want *real connection*, not another night of swiping or small talk that goes nowhere. No speed dating. No awkward games. No dating apps. Just a packed bar, great drinks, and singles who actually showed up. ## 👥 Age Groups (Ticketed) To create a balanced, comfortable crowd, tickets are released in **two overlapping age groups**: * **25–39** * **35–55+** Guests receive **coloured name tags** on arrival to help our hosts make thoughtful introductions early in the night. As the evening unfolds, the room naturally opens into **relaxed mingling across the whole crowd**. This format keeps the energy high, social, and natural — exactly how a great night out should feel. ## 💫 About the Event Tired of dating apps that go nowhere? Over speed dating that feels like an interview? So were we. KISMETRIX \| True Connection was created for singles who want something more human — real conversation\, real presence\, and real chemistry\. You’ll walk into a room full of people who: * Are done with ghosting and endless chatting * Want to meet face-to-face, not behind a screen * Value connection, conversation, and vibe over outcomes Come for a drink. Stay for the energy. Leave glad you didn’t sit this one out. ## 🎯 Who This Night Is For This event is for singles who: * Want something more real than apps * Enjoy good conversation and social energy * Are open, curious, and emotionally mature * Want a great Friday night — regardless of what “happens” Come solo or with friends — many do. ## 🍷 The Vibe Expect: * A lively, welcoming bar atmosphere * Great music and Friday-night energy * Hosted introductions early, free flow later * A crowd here for connection, not pressure Think less “dating event” — more **the place to be the night before Valentine’s**. ## ✅ Why People Love KISMETRIX Events * No swiping. No apps. Just real people. * No timers or forced interactions. * Thoughtful structure without rigidity. * A great night out — even if you come alone. Many guests come “just for a drink” …and end up staying all night. ## 🎟 Book Now [Official Website](https://www.kismetrix.com.au/all-events/?event=26193) OR [EventBrite](https://www.eventbrite.com.au/e/feb-13th-kismetrix-valentines-eve-singles-night-konar-bar-ormond-tickets-1981392337820?aff=oddtdtcreator) Valentine’s Eve events **fill fast** — and capacity is limited to keep the night social, not chaotic. Door price (if available): $59. Online tickets recommended. 👉 **Secure your ticket early.** If you’re single this Valentine’s weekend, this is where you want to be. **Refund Policy:** Tickets are non-refundable. If you can no longer attend, you’re welcome to transfer your ticket to someone else in the same age group. ## **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **social@kismetrix.com.au** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 Follow us on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/"), [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523") & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353 "https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353")** 📄 \*\*Important Notice:\*\*By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/ "https://www.kismetrix.com.au/terms-and-conditions-2/"),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/ "https://www.kismetrix.com.au/privacy-policy/"),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/ "https://www.kismetrix.com.au/disclaimer/") and [Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/ "https://www.kismetrix.com.au/code-of-conduct/").Some events may be non-refundable as stated in their individual descriptions.🤝 Collaborations: **collabs@kismetrix.com.au**

Your new Thursday Bachata spot! FREE first-timers class 6:15pm followed by 3 more classes then 100% Bachata social! **🔥 UPDATE – BRING A FRIEND & SAVE 🔥** Bring a friend to classes and **you BOTH get $5 off** *(Leaders bring a follower & vice versa for best results 😉)* ## BACHATA VIBES THURSDAYS **Weekly Bachata Social + 4 Classes** 📍 **79–81 Fitzroy St, St Kilda** **Your Thursdays just got dangerous.** **Bachata Vibes Thursdays** is your new weekly escape — a place where music drips, bodies move, and connections spark. **A brand-new weekly Bachata experience combining quality classes, social dancing, and an incredible atmosphere in a beautiful, modern venue unlike anything else in the dance scene.** Whether you're a complete beginner or a seasoned dancer, our doors are open to everyone looking to further their learning, have a good time & make friends. New to Bachata? Addicted already? Either way, come for the classes… **stay for the vibes.** We will start each Thursday with a FREE first timers class followed by our lineup of three dynamic Bachata classes tailored to different skill levels, allowing you to progress at your own pace and expand your dance repertoire. **CLASS SCHEDULE** **6:15pm – FREE Intro to Bachata** A complimentary class for first-timers and beginners. Learn the basics and ease into the night with confidence. **7:00pm – Improvers (Level 1)** Ideal for beginners. We recommend 3–4 weeks before progressing to Level 2. **8:00pm – Social moves & Combos (Level 2)** Our largest class and open to most dancers. Perfect for those with **2 months to 2 years** of experience, covering essential moves and popular combinations. **8:00pm – Intermediate (Level 3)** Designed for dancers with around 3 months of Level 2 experience and regular social dancing. ### 🎶 9:00pm – 12:00am 100% BACHATA SOCIAL As the lights dim, the party begins. **Ducey Love & guests** playing their favourite Bachata tracks. To differentiate this night from our other events, along with playing all the current favourites of the last few years, we will also be more open to playing a bit more Dominican, English remixes (only the good ones, we swear) and maybe even a few Salsa & Zouk requests. Last 30 mins of the night we slow it down and play all slow sensual Bachata. ### DOOR PRICES • **1 class + social:** $25 • **2 classes + social:** $35 • **Social only:** $20 Look out for early bird discounts online and either get in touch with us or have a chat to us at the front desk about uni student discounts and loyalty card discounts! Help us make Thursdays your favourite night of the week at **BACHATA VIBES THURSDAYS!** 💃✨ https://www.eventbrite.com.au/e/1980846244440?aff=oddtdtcreator ### ⚠️ COMMUNITY SAFETY NOTICE Our events are built on **respect, consent, and care for our community** — especially the safety and comfort of women on and off the dancefloor. If you are on the **Obsesión banned list**, this ban **automatically applies to all related events**, including **Latin Obsession, Bachata Obsesión,** **Bachata Vibes, Latin Vibes, Albion Fridays, and all collaborative events**. This policy exists to ensure a **safe, welcoming environment** where dancers can learn, connect, and enjoy themselves without pressure, discomfort, or fear. Harassment, boundary violations, predatory behaviour, or repeated disregard for consent will **not be tolerated**. We believe great dance scenes are built on **trust, accountability, and mutual respect**. By attending our events, you agree to uphold these values and contribute to a space where everyone — particularly women and marginalised dancers — can feel safe, supported, and empowered. Thank you for helping us protect and strengthen our community. 💜

Wanna dance Salsa & Bachata this Valentine's Day? Traffic Light party dress code! Salsa & Bachata classes to start the party. SATURDAY 14TH FEBRUARY 2026 LATIN VIBES & ME GUSTA! MONTHLY EVENT VALENTINE'S DAY TRAFFIC LIGHT PARTY - BACHATA & SALSA Get set for our next event at our awesome new venue on 79-81 Fitzroy St, St.Kilda! We are once again collaborating with our friends at ME GUSTA! to bring you one huge party! Since it's Valentine's Day, why not make it a little more fun? It's a Traffic Light Party so the dresscode is... RED = Just here for the vibes, taken or N/A YELLOW = It's complicated (we've all been there) GREEN = Single and ready to mingle Dresscode is optional of course. Whether you're a complete beginner or a seasoned dancer, our doors are open to everyone looking to further their learning, have a good time & make friends. For this event we will be running 2 classes at 8pm, Salsa & Bachata open level. After classes we have four hours social dancing with Ducey Love & guests playing their favourite Bachata & Salsa. 8:00pm Bachata & Salsa classes 9:00pm -1:00am Social dancing First 2 hours 3:2 ratio Bachata:Salsa Last 2 hours 3:1 Bachata to Salsa If you love your Salsa make sure you're there from the start! We may also adjust according to the crowd on the night. Get set for a night of fun, laughter, and unforgettable moments at Latin Vibes! https://www.eventbrite.com.au/e/1982484946843?aff=oddtdtcreator

Hello everyone! Join us for an Apache Kafka® x Apache Flink® meetup on **Feb 12th from 5:30pm**, in Melbourne! The address, agenda, and speaker information can be found below. See you there! **📍Venue**: 394 High Street Northcote, Victoria 3070 \*\*\* **🗓 Agenda:** * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:30pm: Haswin Vidanage, Senior Product Engineer, Papercut Software * 6:30pm - 7:00pm: Zhengwen Peng, Staff Technical Support Engineer, Confluent * 7:00pm - 7:30pm: Additional Networking \*\*\* **💡 Speaker:** Haswin Vidanage, Senior Product Engineer, Papercut Software **Talk:** Incremental Microservices Migration Using Change Data Capture (CDC) **Abstract:** This session will focus on how teams can migrate to microservices without disrupting their roadmaps. **Bio:** Haswin Vidanage is a Senior Product Engineer, Papercut Software. With over ten years of experience in full-stack development and microservices architecture, Haswin is passionate about designing scalable software solutions, advocating for engineering best practices, and enhancing developer productivity. \-\-\-\-\- **💡 Speaker:** Zhengwen Peng, Staff Technical Support Engineer, Confluent **Talk:** All you need to know about Kafka Transaction **Abstract:** In this session, we will be covering: 1. Why we need Kafka transaction. 2. How it works under the hood. 3. Some facts that the developer should be aware. **Bio:** Zhengwen is the staff technical support engineer at Confluent where he possess a wide and in-depth knowledge with Confluent’s products, particularly on data streaming with Flink and Kafka. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)

Join us for a practical, founder-friendly deep dive into trademarks and brand protection with a licensed business and intellectual property attorney. **Speaker:** Gaea Kassatly Founder & Managing Attorney, GK Law Co. Startup & Intellectual Property Attorney In this session, we will break down what trademarks are, how they work, and how to use them strategically to protect and grow your brand. Whether you’re a startup founder, creative, or small business owner, this workshop will help you avoid common (and costly) trademark mistakes. ### **What we’ll cover:** * What qualifies as a trademark (and what doesn’t) * The core elements of a trademark, explained in plain English * Types of trademarks (word marks, logos, slogans, and more) * A detailed walkthrough of each trademark element * Non-traditional trademarks (sounds, colors, product shapes, trade dress, etc.) * Common trademark myths and pitfalls for small businesses * How to think about trademarks strategically as your business grows This is a paid event (small fee) to help ensure attendance and engagement. ⚠️ **Important note:** This event will be recorded. By registering and attending, you acknowledge and consent to being recorded. The session will include time for Q&A, and attendees will leave with a clearer understanding of how to protect their brand with confidence. 🎁 Bonus for attendees: Everyone who attends will receive a free consultation at the end of the workshop and will be entered into a raffle to win a free trademark clearance search (a $750 value).

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

Join us on February 14th from 2–5 PM for a cozy and fun Valentine’s Day gathering! Start by grabbing lunch at **Portia’s Café**, then head next door to **The Cozy** for crafts, activities, and a relaxed space to celebrate the day together. **Date:** February 14 **Time:** 2:00–5:00 PM **Location:** The Cozy (next to Portia’s Café)

**Abstract:** The Advanced Photon Source (APS) is an X-ray light source at Argonne National Laboratory where researchers perform imaging, diffraction and spectroscopy experiments at 68 specialized beamlines. APS recently completed a major upgrade that made it the brightest synchrotron in the world and upgraded many of the beamlines to take advantage of the dramatically brighter, more coherent beam. These new capabilities are increasing the facility’s raw data production from <10 PB/year before the upgrade to >100 PB/year once all instruments are back online. To meet this data challenge, the APS Beamline Data Pipeline project team is partnering with beamline staff to develop and deploy science data pipelines that use a common set of open-source software tools (many written in Python) to link instruments with the Polaris supercomputer at the Argonne Leadership Computing Facility (ALCF) for data processing. This talk will describe the APS data systems, our file-based and streaming pipeline templates, and some of the open-source software we use to extract scientific insights from beamline data. **Audience Takeaway:** Open source Python data acquisition and analysis tools are ubiquitous at the APS. Many of the packages that are mentioned can be found at [https://github.com/AdvancedPhotonSource](https://github.com/AdvancedPhotonSource). This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require **first and last names** of those who RSVP'd by **Feb 11**. Please take the main elevators at the center of the Mart. Attendees will then present their **IDs** when they arrive at the front desk on the 18th floor.

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

Meet at Wolfe Park parking lot by tennis courts. We willl walk along Alum Creek trail, through Jeffrey Mansion Park then along Bexley neighborhood and back. Optional lunch at Trolley District.