Probabilistic Graphical Models

🎉 **Event #22 – The Analytics Engineering Meet-up** 🎉 The first event of the year will be at Checkout.com! Talks: 🚀 [Toby Henley Smith](https://www.linkedin.com/in/tobyhenleysmith/overlay/about-this-profile/) @ Moneybox *AE: Abstraction Engineering?* * The role that Analytics Engineering plays in your company is far more than just being the dbt team 🤖 [Rakhee Modha-Lobo](https://www.linkedin.com/in/rakhee-modha-lobo-aab6a875/overlay/about-this-profile/) **@** Starling Bank *Embracing AI and Automation in Our Analytics Engineering Workflows* * A deep dive into how Starling are using AI and automation in the analytics engineering workflow. 📅 **RSVP opens Monday, 26th January** (3.5 weeks before the event). This event will be **over-subscribed**, so set a reminder — you won’t want to miss it! 📍 **Agenda** 6pm – Doors open, networking, food & drinks 7pm – Talks kick off 8:30pm – More drinks & networking @ local pub We’ll be hosted in the amazing **Checout.com office**. This is a fantastic opportunity to connect with some of the UK’s top data professionals, share challenges, and exchange learnings. We are always looking to improve the event and get new ideas for talks, if you could please fill out a [feedback form](https://cognifysearch.com/the-london-analytics-engineering-meet-up-feedback-form/), this will help us continue to improve! The **Analytics Engineering Meet-up** is a community for data professionals working with the modern data stack, machine learning or AI. We host regular meet-ups featuring talks from data leaders building and scaling analytics, data platforms, and AI in forward-thinking teams. The community is ideal for Data Engineers, Analytics Engineers, Analysts, and those working in Data Science, Machine Learning, or AI. The meet-up is organised by [Cognify](cognifysearch.com), the recruitment partner for modern data and AI teams. Our sponsor is [Omni](omni.co), an AI-powered BI platform that helps people use data to do their best work. Whether users prefer AI, Excel, point-and-click exploration, or SQL, Omni enables fast, trusted answers from a governed semantic model. We’re always on the lookout for **venues to host** and **guest speakers** to inspire. If you’d like to get involved, feel free to chat with one of the Cognify team at any event. If you’re eager to dive deeper into industry insights, check out ***The Stacked Data Podcast*** for conversations with industry leaders: Listen on: [Spotify](https://open.spotify.com/show/24fIpekn8WfRDZsVHNcf7Q) Your feedback is so valuable to us, we'd love to hear from you to help us continue to improve, [Feedback Form here](https://cognifysearch.com/the-london-analytics-engineering-meet-up-feedback-form/) **No-Show Policy**: * If you miss **2 consecutive events** or **2 out of 3 events**, you wont be able to attend the next event. We hope you understand this is to keep things fair for venues and other attendees.

February edition! We will be at Kraken Tech (Octopus Energy Group) London office! (in-person only event, no streaming) **Talks:** **Constraints over Patterns** - *Eden Watkins* We should think and talk about software engineering principles first as constraints on how we write code rather than patterns to be applied. Eden is a software engineer at Kraken in the developer foundations team. Before that, I was a research student in Linguistics. **Intro to Load Level Measurement (LLM) with Locust** - *Andy Idiaghe* An Intro to Load Testing with Locust and Python *Andy Idiaghe* is a Senior Software Engineer at Kraken, Mario Kart enthusiast and overall tech generalist **Want to share your Django or Python knowledge?** We’d love to feature your talk! Just fill out our [speaker form](https://forms.gle/LkaRdKVTF9ApbrEq7) to propose a talk! **Agenda:** • 6:15pm Doors open, socialising • 6:30pm Food and drinks offered by our sponsor • 7:00pm Doors close \*\* • 7:15pm Introduction, News, Talks • 8:30pm Socialising • 9:30pm Fin \*\* Please make sure to arrive between 6:15 PM and 6:55 PM. If you arrive earlier than 6:15 PM or later than 6:55 PM, you can take a seat in the seating area located in the downstairs reception. Please note that we cannot accommodate arrivals after 7:15 PM. Our meetups are governed by a [Code of Conduct](https://www.djangolondon.com/code-of-conduct/). Please take a few minutes to read it. This meetup is sponsored by: • [Kraken Tech (Octopus Energy Group)](https://kraken.tech/): "Kraken is a revolutionary energy tech platform built with predominantly Python & Django. We Serve 54 million households worldwide and have 38GW of contracted capacity." • [JetBrains](https://www.jetbrains.com/): "We make professional software development a more productive and enjoyable experience." Website: [https://djangolondon.com](https://djangolondon.com/) BlueSky: [@djangolondon.com](https://bsky.app/profile/djangolondon.com) Github: [github.com/djangolondon](https://github.com/djangolondon/) Open Collective: [opencollective.com/the-london-django-meetup-group](https://opencollective.com/the-london-django-meetup-group/)

DROP IN'S WELCOME *If you'd like to book in advance, you can purchase tickets [here](http://www.soholifedrawing.com/store/p82/Thursday_Drop-In_Life_Drawing%3A_Both_Sessions.html) . Otherwise please bring cash as we are cash only* £17.00 (cash, £1 surcharge for PayPal/card payments) Soho Life Drawing is a non-profit drawing group in central London that aims to make life drawing affordable and accessible while paying our models a fair wage. We believe that creativity is an essential part of well-being that is often stifled by the demands of busy schedules or fear due to lack of experience. We want to change that. Whether you're a professional, student, or amateur artist you'll find yourself at home at Soho Life Drawing. Located in one of London's most central locations, our drop-in classes provide an easily accessible and nonjudgemental space for you to hone your life drawing skills. We offer a portfolio boosting mix of both short and long poses with new models every week, making us a great fit for professionals and novices alike. Our members come from literally all walks of life, so don't be afraid to drop by if you have no background in art--at Soho Life Drawing, you are guaranteed to find a supportive place to explore your artistic abilities. Here's why you'll love Soho Life Drawing It's a Great Space!--Our sessions are held at one of London's best kept secrets--the historic Quaker Meeting House, which provides an oasis of calm just minutes away from Leicester Square Station. Short and Long Poses!--Our sessions begin with short, gestural poses and move up to a longer sustained pose. Our models are personally vetted professionals, and some of the best in the business. No Need to Bring your own Supplies!--We provide clipboards, and pencils, paper, and rubbers are available on site. Tea and Biscuits!--Yes, that's right. We provide tea and biscuits to keep your energy up during the breaks! Also, quite often homemade cookies! Drop-ins Welcome!--No need to book in advance! So come by and check us out—we look forward to seeing you there! 6:30-7:30 PM Guided Life Drawing 7:30PM-8:30PM: Tea Break + Longer Poses We also host private events. For more information visit www.privateartevents.co.uk

"Help isn’t coming. And even if it does… you might not want it." – Survival isn’t just about staying alive — it’s about keeping your mind when everything else goes feral. 📅 **Date:** Wednesday, 12 February 2026 🕕 **Show Time:** 19:10 🧭 **Meeting Time:** 18:00 outside Cineworld Crawley to get a drink or dinner or 18:50 📍 **Cinema Address:** Unit 1, Crawley Leisure Park, Crawley, RH10 8LR (15 mins walk from Crawley Station) 🎬 **Screening Type:** 2D 🪑 **Screen:** 2 🎟 **My Seat:** R15 *** ### 🎬 About the Film: **SEND HELP** comes from **Sam Raimi — the legendary director of *Evil Dead* and *Drag Me to Hell***. That means one thing: beautifully controlled chaos. What begins like an ordinary situation mutates into a survival nightmare where panic, personality, and bad decisions collide. Raimi doesn’t just scare you — he makes you laugh at the exact moment you shouldn’t. Beneath the madness, the film teases some great questions: • Who are we when modern comfort disappears? • Are we capable in a crisis – or just people with low phone batteries? • When pressure hits, do we trust, betray, or turn everything into content? • And why, in true Raimi style, is disaster sometimes uncomfortably hilarious? Expect tension, dark humour, and that signature Raimi energy where horror and comedy wrestle for control. *** ### 🧭 Meeting Point: Let’s meet at **18:00 or 18:50 outside Cineworld Crawley** — quick hellos, snacks if needed, then we head in together before things get messy on screen. 🪑 I’m in **Seat R15, Screen 2** — feel free to book next to me 😀. *** ### 🎟 Booking Info: Book via Cineworld Crawley: https://www.cineworld.co.uk/films/send-help *** ### 💬 After the Movie: Optional drink nearby to unpack the madness: – Are we really as capable as we imagine, or just well-charged spectators of our own lives? – Does crisis reveal character — or create it? Relaxed chat, mixed views welcome, no deep film knowledge needed. 📱 Need to reach me? WhatsApp: 07830374629 *** Because some films don’t just entertain — they test you. Let’s press **Send Help** together.

The first session of Menus of Conversation in 2026 will be on Thursday 12th February from 7pm onwards. We will be in the bar section on the ground floor - when you arrive, if you are trying to figure out where exactly we are in the venue, just keep an eye out for the people enjoying themselves! I have started drawing event posters and will draw another poster for next month. I would love it if you would be so kind as to check them out now on Instagram at https://www.instagram.com/menusofconversation/ **Price** The event is a pay what you can event. You can tip whatever you think has been a fair price for your event experience. The suggested tip is a minimum of £4-5. You can pay with cash or card on the night. PS, if you've been before, please take a minute to complete my survey! https://www.surveymonkey.com/r/NZSZD88 Follow us on Instagram: https://www.instagram.com/menusofconversation/ and Facebook: https://www.facebook.com/New-Conversation-104308482323373 **Event Description** This is a social event where people have the chance to have a one-to-one conversation with someone they may or may not have met before using a 'conversation menu' (picture attached). A conversation menu is a list of pre-written conversation starter questions which participants use to have a conversation by discussing the different questions. The questions are generally about some of life's big questions and lead to some interesting conversations about important, fundamental topics which we certainly don't get the opportunity to discuss every day. Some might consider our events to be 'small-talk free zones'. The event brings people together and invites people to discuss topics and answer questions they don't get to discuss on a daily basis, especially with people they don't know. The idea is that the more we talk about topics we don't normally talk about, to people we don't normally talk to in our habitual social circles, the more opportunities, connections and possibilities we create for ourselves. If we discuss different topics with different people, then we achieve different results. Testimonials for the events held so far include: 'For me it was a brilliant success and hopefully it will be for many others. It is a simple idea simply executed, asking people to pair up and discuss a number of questions on a list. And it works! Although I vaguely knew my partner, the questions allowed us time to touch on areas that I think we would have been otherwise unlikely to ever discuss e.g. which parts of your life have been a waste of time?' 'Surprisingly good and thoroughly worthwhile. Suggested questions excellent.' ‘I can heartily recommend coming along to a conversation event. The questions were really thought provoking and led to some fascinating conversations. I really enjoyed the evening and I came away with feeling I’d learned a lot from my conversation partner.” ‘I thought it was a very interesting meeting. I thought it was interesting to try to answer personal questions and listen to the other person.’

This Valentine’s Day, skip the small talk and build something together instead! 🥳 PLEASE, JOIN THE WAITING LIST TO BE APPROVED This is a special edition of our 2-hour vibe coding jam, sponsored by [Lovable](https://lovable.dev/), for singles and others who are open to meeting people in a low-pressure way. You don’t need to be a developer or have an idea. **You don’t even need to be single!** We’ll team up in **small groups**, and **use AI tools** to **build an app**, or **experiment**. No pitching yourself. No awkward speed-dating questions. Just make something together and see if the vibe arises! **Join our What'sApp Chat:** https://chat.whatsapp.com/BxLUpQMiXwo6d1vG7YSirT **New to vibe coding? ✨** No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress. **Who it’s for** •⁠ ⁠Singles who’d rather build than swipe •⁠ ⁠People open to friends, collaborators, or more •⁠ ⁠Designers, GameDevs, Product folks, Artists, Sales, curious humans... •⁠ ⁠Anyone! **How it works 🚀** •⁠ ⁠Quick welcome + what “vibe coding” means •⁠ ⁠A Valentine-themed challenge •⁠ ⁠90 minutes of building with AI, chatting, helping, and experimenting •⁠ ⁠Switching up teams every so often, so you meet more people •⁠ ⁠Optional demos •⁠ ⁠Hangouts **Opt-in badges to signal your vibe** 💘 Open to dating 🌼 Open to friends 💻 Just here to build **What to bring:** * ID to verify that you are 18+ 🪪 * Laptop! 💻 * Vibes ⚡ **What you’ll leave with** •⁠ ⁠A funky project you made in one evening •⁠ ⁠New friends •⁠ ⁠Possibly a crush, but definitely a story **Location 📍** **Brewhouse & Kitchen Highbury** 2A Corsica St, N51JJ, London 👉 **No pressure, no gatekeeping.** Come solo, or as a couple. Leave with something built, and maybe someone to build with again! 🔞 This event is strictly for people who are 18+. We may ask to see your ID if you look younger, in which case you may be denied entry.

Long exposure photography is a genre in photography that is associated with fine art photography due to the surreal and other worldly effects long exposure photography can bring. Filters give you the ability to smooth water, blur clouds and make moving objects turn ghost-like or disappear. **WHAT YOU WILL LEARN** * Master creating the visual effects using ND filters * Camera settings for water/cloud movement * How to expose, focus and compose your image * Best practise for long exposure photography * Filter types - what they do - how and when to use them * Post processing hints & tips **Kase Filters** Today we'll be providing the amazingly quick and compact Kase Magnetic filters. If you are interested in buying and would like a 10% discount: Website: [www.kasefilters.com](http://www.kasefilters.com/) Discount code: **10kaalex** **REQUIRED EQUIPMENT** * A tripod * Shutter release * Lens: 18-55mm, 24-70mm or similar * A wide lens if you have one **EXPERIENCE** Beginners and refreshers knowledge of how to change: * To Bulb or Time mode * ISO, Aperture & Shutter speed * Manual focus on lens * Help will be provided where needed **OTHER ESSENTIALS** * Check the weather and wear appropriate outerwear * A fun and experimental attitude! **TRAVEL** * Check the TFL website for interruptions that might delay your journey **CONTACT** * Alex 07956 264049 UPCOMING EVENTS https://www.meetup.com/londonphotographicopa/events/calendar

For the first meeting in February, we will discuss Rachel Joyce's 2012 novel, *The Unlikely Pilgrimage of Harold Fry*. The book quickly became a best-seller and has since been adapted into a film and a stage musical. 'One of the sweetest, most delicately-written stories I've read in a long time. One man's walk along the length of England to save the life of a dying woman... Philosophical, intriguing, and profoundly moving.' (Foyles) 'Joyce's uplifting bestseller about an ordinary man's extraordinary odyssey from one end of the country to the other has been taken to the nation's hearts.' -Waterstones https://www.goodreads.com/book/show/13227454-the-unlikely-pilgrimage-of-harold-fry We will hold the meeting at Barbie Green near the Barbican. Some come along for some tasty brunch food as we delve into this heartwarming story. N.B. We will be charging an event fee of £3, non-refundable, to discourage no-shows and contribute to the running costs of the group. Please only sign up if you intend to come along as space is limited to make for an effective discussion!

**Sunday 15 February** Valentine’s Day is over… whether you loved it, hated it, or successfully ignored it 😄 So come and **walk it off** with us. This is a **free Sunday walk** focused on **movement, fresh air, and good company** — no romance required, no awkward hand-holding, and absolutely no pressure to discuss your love life. ### 🥾 The Walk * **Meeting Point:** Outside Finsbury Park Station (main exit - station place (East side)) at 10:15am (walk starts at 10:30 sharp) and finish by 2pm. * **Distance:** Approx. 12–15 km * **Pace & Difficulty:** Steady and purposeful with some elevation of approx., 250m. * **Terrain:** Well-maintained paths, suitable for winter * **Breaks:** Brief catch-up stops only * This is a **pre-lunch walk**, and we’ll aim to **finish before 2:00 pm**, so please be comfortable maintaining the pace. **About the walk** \- This route is a **varied and scenic North London loop**, with a mix of **urban green corridors, woodland paths, and elevated viewpoints**. A steady climb rewarded with some of the best panoramic views over London, and peaceful woodland stretches of Highgate Wood. ### ❤️ **Why join?** * Walk off the Valentine’s chocolate, cake, wine… or all three 🍫🍷, or * Clear your head of bad cards, bad dates, or bad TV * Walk with like-minded people who chose fresh air over brunch * Be done, dusted, and virtuous before 2 pm ### ⚠️ Important * Please arrive **on time** * Stay within sight of the group * This walk suits those happy with **continuous walking at a decent pace** Whether you’re **single, coupled, complicated, or gloriously unbothered** — you’re welcome. *** ### **After-Walk** We’ll finish near **Finsbury Park** **Station** at **Finsbury Park** with packed picnic style lunch and then go to pub nearby for a warm drink/pint and/or to unwind. *** ### ⚠️ Important Notes * Please stay with or behind the hike leader. This helps to manage group pace and cohesion. * Participation is free, but you are responsible for your own safety and well-being. No risk/liability is inferred or accepted by the organiser. * Please be mindful of others, respect the countryside, and keep the group spirit positive. * Read the **About Us** section before joining: 👉 [About Us](https://www.meetup.com/free-hiking-outdoor-fitness-and-social-activities/) 📲 **Contact:** If you’re running late, lost, or need to reach me on the day, message/WhatsApp me at **07830 374 629**.

It's happening again! **WHAT:** Free Improv Drop-in. No experience needed / beginner friendly! (18+ for now; plans for a "kids and parents" drop-in are in the works) **TIME & PLACE:** Sunday 1:30pm - 3pm Delaware Library - 84 E Winter St, Delaware, OH 43015 in the Community Room **WHAT TO BRING:** Punctuality, yourself, a good attitude, and a willingness to have fun and be a bit silly and goofy around others. That's it! **WHAT THIS IS:** A time for fun and exploration. We're going to do improv warm-up exercises and play silly improv games. Think of it as "dipping your toe" into improv comedy. **WHAT THIS IS NOT:** Deep improv training with scene work; a place of judgement or worrying what others think; a place where you're expected to know what you're doing. Please mention in the comments if you're planning on attending or use the "attending/interested" function; it really helps me plan the class depending on the amount of people participating. Feel free to comment / spread the word / message me if you have any questions. Thanks!

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Join us for a CMG Discount Tuesday event to see the hilarious, action-packed and absolutely-bonkers-looking sci-fi-action-comedy, GOOD LUCK, HAVE FUN, DON’T DIE! The film follows a man from the future who recruits diners at an LA restaurant to help combat rogue AI. Here’s a description, trailer and our plan for this event: GOOD LUCK, HAVE FUN, DON’T DIE: A man from the future arrives at a diner in Los Angeles where he must recruit the precise combination of disgruntled patrons to join him on a one-night quest to save the world from the terminal threat of a rogue artificial intelligence. The film is directed by Gore Verbinski (Pirates of the Caribbean series) and stars Sam Rockwell, Haley Lu Richardson, Michael Peña, Zazie Beetz, Asim Chaudhry, Tom Taylor, and Juno Temple. TRAILER: https://www.youtube.com/watch?v=MkFW7BZyqkI EARLY BUZZ AND REVIEWS: Early reviews have been stellar with the film earning a 94% positive rating on Rotten Tomatoes! “It offers laughs, thrills, and it’s a thinker; you will not be disappointed.” It’s a “laugh-filled yet incredibly dark and poignant fever dream that pleads for a safer AI tomorrow” and director Gore Verbinski's “command over utter chaos is nothing short of marvelous!” PLAN: Please purchase your ticket for the 6:20pm showing and meet in the bar area between 5:45 and 6:00pm! A smaller theater so advance ticket purchase as soon as possible is advised! (If we fill it up, we can sometimes persuade them to move it to a larger theater.) One you have yours, please list your seat number in the Comments below. Should be a fun one, Dan

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

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.transformlabs.com/services)

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.

As you may or may not know--I didn't until late last year--Aristotle wrote extensively on "friendship" in the Nicomachean Ethics. After 69 years the concept of friendship still creates questions and uncertainty. I had close friends in high school and for a few years after high school but our interests diverged and people moved all over the country so it was hard to maintain connections. * So if I/you haven't talked with a friend for several years, are you still friends? Are we friends who meet at Drunken Philosophy or Omnipresent Atheists? * Can you be friends with someone with whom you have virulently divergent political views? Sartre and Camus could not. * Aristotle regarded friendship as essential to a good life, not merely an added "bonus." Do you agree? * In the Nicomachean Ethics (Books VIII and IX), he claims that wealth and power are meaningless without friends. Trump has wealth and power but seems to have no real friends, but wealth and power seem meaningful to him in perverted ways. Can you have meaning in your life without friends? * Do men and women view and maintain friendships in different ways? * Aristotle categorizes friendship into three types, based on what forms the bond: * **Utility**: Based on mutual benefit, but this type is fragile and ends when the usefulness ceases. * **Pleasure**: Based on shared enjoyment (e.g., humor, hobbies). Common among youth but fades as interests change. * **Virtue (The "Complete" Friendship)**: Based on mutual respect for each other's character and goodness. You wish good for the other for their sake, not yours. * **Key Principles of "True" (Virtuous) Friendship:** * **Permanence**: Virtuous friendships last a lifetime whereas those based on utility and pleasure are fleeting. * **Reciprocity**: Requires mutual goodwill; secret or unreciprocated affection does not qualify. * **The "Second Self"**: A true friend is "another self"—their virtue helps you understand and improve yourself. * **Time and Intimacy**: Deep ("complete") friendships are few, built on time and shared experiences. * **Self-Love and Friendship:** * Good friendship starts with being a friend to yourself. * They distinguish shallow egoism (chasing honors) from real self-love (pursuing virtue). * A virtuous person’s pleasant self-company allows them to be a stable, good friend to others. * Aristotle argues that one's social circle ultimately reflects one's character—a view with striking relevance today. Well--the Drunken Philosophy social circle certainly reflects good character!