Analytics: Outcomes, Experimentation Intelligence

Our next Experimentation London Meetup will take place on **Wednesday 21st January 2026**. Please visit our [Experimentation London website](https://www.experimentationlondon.com/) for all the details and to get your FREE ticket. We have a fantastic lineup with several speakers, including: Sebastian Ankargren, Senior Data Scientist at Spotify Luke Frake, Senior Product Manager (Growth) at Spotify Johan Söderholm, Senior Customer Success Engineer at Confidence by Spotify There will also be a Spotify Q&A session! To help us manage the capacity of the space (and ensure we have the right amount of food and drink for everyone), please sign up for your ticket on our [Experimentation London website](https://www.experimentationlondon.com/), and bring your PDF ticket with you. \-\-\- **Location** *Central London location - see full address and details on the [Experimentation London website](https://www.experimentationlondon.com/)* \-\-\- **Agenda** 6:00 PM - Welcome drinks, pizza and networking 6:30 PM - Sebastian Ankargren 7:00 PM - Short break 7:15 PM - Spotify Q&A Session with Luke Frake, Johan Söderholm & Sebastian Ankargren 7:45 PM - More Networking 8:30 PM - Official end \-\-\- **Event & Speaker Guidelines** * No Sales Pitches: Our group is a space for genuine connections and learning. Tell stories. * Respect and Open-Mindedness: Embrace diversity, treat everyone with respect, and value different perspectives. * Community Spirit: Engage positively to build a supportive and collaborative community.

**Important:** Register on the [event website](https://luma.com/fmjv8ft4?utm_content=ai%20camp&utm_medium=email&utm_source=newsletter)[ ](https://www.aicamp.ai/event/eventdetails/W2025110510)is required for admission. (RSVP on meetup is turned off) Join **Together AI and Black Forest Labs** for the AI workshop, bringing together practitioners and researchers interested in model customization. Join **Max Ryabinin**, VP of Research & Development at Together AI, and **Stephen Batifol**, Developer Advocate at Black Forest Labs, for an evening of in-depth technical talks covering recent advances in reasoning with language models and fine-tuning diffusion-based image models. **Talk 1 (Max Ryabinin): Escaping the Verifier: Learning to Reason via Demonstrations** * ​Leveraging Inverse RL to train reasoning language models * ​Jointly optimizing the critic and the policy through an adversarial game * ​How to stabilize adversarial RL with a relativistic objective * ​Strong empirical gains on both non-verifiable and verifiable benchmarks **Talk 2 (Stephen Batifol): LoRA for diffusion image models** * ​How LoRA behaves in diffusion models * ​Choosing effective LoRA hyperparameters for images and how they impact visual quality vs. overfitting * ​Data strategies for high‑quality image LoRAs and diagnosing common failure modes ​ **Agenda**: * ​​18:00–18:15 Welcome reception * ​​18:15–19:15 Escaping the Verifier: Learning to Reason via Demonstrations * ​​19:30–20:30 LoRA for diffusion image models * ​20:30–Close Networking

**Tim Ruffles presents:** *Efficient Reconciliation and Flow Control for Anti-Entropy Protocols* [https://www.cs.cornell.edu/home/rvr/papers/flowgossip.pdf](https://www.cs.cornell.edu/home/rvr/papers/flowgossip.pdf) The ideas in this paper influenced [systems at Amazon](https://www.cs.cornell.edu/projects/ladis2008/materials/rvr.pdf?), and beyond, e.g. Cassandra, Ringpop from Uber (used in Temporal). **Abstract** The paper shows that anti-entropy protocols can process only a limited rate of updates, and proposes and evaluates a new state reconciliation mechanism as well as a flow control scheme for anti-entropy protocols. **The Speaker** Tim is an engineer at [poolside.ai](http://poolside.ai/), previously at Plaid & GitHub **Location**: Appold St and Worship St corner London EC2A 2AG https://maps.app.goo.gl/GmCdcBLBCLR2ifou7 The nearest tube/train station is Liverpool St The entrance is located at the street level. This is not the main entrance of the building. **Checkin instructions:** \- Please proceed to the registration desk\. \- Have ready your Meetup handle for registration\, you need to be on the list to enter \- A small wristband will be handled to you \- There are drinks available for the night\, but no food\. **The schedule:** • 6.15pm: welcome and chitchat • 6:30pm: presentation starts • 8:00pm: presentation end Meetup are captured on video and uploaded on the PWL London Youtube channel https://www.youtube.com/channel/UCEYe-1uDIkjPtuH_qhoybnA

**Connect with eBay, Amazon & Online Sellers - eCommerce Networking Event in Central London** Join us for an informal eCommerce networking evening in central London. Meet eBay and Amazon sellers, online business owners, digital entrepreneurs, and tech professionals in a relaxed, friendly setting. This event is co-organised by eCommerce tech startups **Getshop Today** and **Speed eCam**, with support from **GMax Card**. ⚡ **Limited to 40 attendees** **💼 Note re Contactless Cards** Free RSVP gives entry only - the contactless business card by GMax Card is not included.
To receive a contactless networking card, please book a paid ticket when available. **📍 Venue** **The Refinery New Street Square** A modern bar and restaurant in London’s City district, near Fleet Street and Chancery Lane. With a bright interior, outdoor terrace, and semi-private mezzanine, it’s ideal for relaxed business and eCommerce networking. **👔 Dress Code**
 Dress code is smart casual.
No hoodies or sportswear please. **💡 Why Attend?** * Meet eBay & Amazon sellers and eCommerce professionals * Connect with founders, entrepreneurs, and tech experts * Share insights, ideas, and real-world experience * Discover trends and tools shaping online retail **About the Event** eCommerce is fast-moving, competitive, and constantly evolving. Building strong connections and staying informed is essential for growth. Whether you run an online store, sell on marketplaces, work in digital marketing, or are exploring eCommerce opportunities, this event brings like-minded professionals together for meaningful conversations, new connections, and potential collaborations. Expect a relaxed evening of networking with practical takeaways and fresh perspectives. **Agenda** **6:30 PM – 9:30 PM** Informal eCommerce networking. On arrival, ask the receptionist about the networking event. Hosts may assist with introductions, followed by open networking. **👥 Organised By** * **Speed eCam** – AI-powered eBay listing tool * **Getshop Today** – UK-based eCommerce platform with local support * **GMax Card** – Digital business card **📸 Photo & Video** Photography and video may be taken for promotional use by [CineEye, London based video production and photography service provider](www.cineeye.co.uk). Please inform the hosts if you do not wish to appear. **ℹ️ Important Info** • Ages: 18+ (ID required for bar purchases)
 • Dress Code: Smart/business casual (see above). • Contactless Cards: Free RSVP does not include contactless business card by GMax Card (see above). **🎟 Secure Your Spot** Spaces are limited. Register now and join our group for updates on future events. We look forward to welcoming you for a productive and enjoyable eCommerce networking evening in London.

## Details **Abstract:** A honeypot is a system for which there is no intended legitimate access, so what happens when you place three honeypots on the public Internet, in three different countries? Jonathan will explain what a honeypot is before talking through his research from July 2025, and comparing it to previous research in 2021 and 2022. You may find this year’s most popular password surprising!

Welcome to our first event of 2026! Starting strong with two great talks from two amazing people **Manfred Steyer** and **Rainer Hahnekamp!** We have a free **CityJS London** conference ticket to give away to a lucky in-person attendee! As usual there will be food, drinks and swag thanks to Revolution Technology and Angular.Love :D See you all soon! **AGENDA** • **5:30 pm** Networking/Food • **6:30 pm** 360° Signals in Angular: Signal Forms\, SignalStore\, Resource API & Mutations \| **Manfred Steyer** • **7:30 pm** Vitest Highlights: The New Era of Angular Testing \| **Rainer Hahnekamp** **360° Signals in Angular: Signal Forms\, SignalStore\, Resource API & Mutations \|** **Manfred Steyer** With Signals and the Resource API, Angular takes a significant step toward fully reactive application design. But what does this actually mean for day-to-day development and the architecture of modern Angular applications? This session provides a detailed answer. We model reactive data flows across the entire Angular stack and enhance an application step by step with Signal Forms, the NgRx SignalStore, the Resource API, and Mutations. A central focus is on how these tools interact—because their true value emerges only in combination. By the end, you will know how to structure Angular applications in a signal-driven world—clear, traceable, and without unnecessary boilerplate. **Vitest Highlights: The New Era of Angular Testing** **\| Rainer Hahnekamp** Vitest is finally supported out-of-the-box by the Angular CLI. But simply switching the test runner is just the beginning. In this talk, we dive into the specific highlights that make the switch irresistible: * Full Browser Mode: Real rendering with built-in "auto-waiting." Say goodbye to manual detectChanges() or whenStable(). * Better Asynchrony: Using modern tools like expect.poll and standard fake timers instead of the legacy waitForAsync() and fakeAsync(). Going All-In: While the CLI provides the foundation, we will look at Analog.js—the option that truly unlocks the full feature set. **More about our speakers:** **Manfred Steyer** *Trainer, consultant, and programming architect with a focus on Angular, Google Developer Expert (GDE) who writes for O'Reilly, the German Java Magazine, and windows.developer. Regularly speaks at conferences.* **Rainer Hahnekamp** *Rainer is a Google Developer Expert and a trusted collaborator on the NgRx team. He works as a trainer and consultant within the Angular Architects expert network, specializing in Angular and Spring. Rainer regularly provides in-depth training sessions and offers a weekly overview of key events in the Angular ecosystem on YouTube through ng-news.* Many thanks to our sponsors tonight, **Metro Bank** for hosting us and **Revolution Technology** for the food and drinks and **Angular.Love/House of Angular** for the swag :D **Revolution Technology** are a Tech Recruitment Agency who specialise in Software Engineering, Data, Infrastructure and Testing. For the past 10 years they have partnered with some of the most exciting start ups, scale ups and enterprises globally, helping them build high performing and diverse tech teams. Event will be streamed online, link will be available on the day! Looking forward to meeting you all!

IMPORTANT UPDATE: The event will take place in the National Theatre Welcome to London 2-player Playtests—a friendly meetup open to everyone interested in playing 2-player or solo games. You don't need to bring a game - we always love to have new playtesters! For designers: Whether your game is for TWO PLAYERS, a SOLO experience, or a larger game you’d like to test with fewer players, this event is for you. Please comment with the game length, whether you need 1 or 2 playtesters, and a brief description. The event is free and will take place at the National Theatre: https://maps.app.goo.gl/74QGHXWPs5KZH6MC9 We'll meet around 6:15 pm, and playtesting sessions will begin at 6:30 pm. Join us for an evening of engaging playtests and creative feedback!

Our women-only badminton sessions are open to players of all abilities, from beginners to more experienced players. This session is designed to be friendly, inclusive, and supportive, providing a comfortable space to play, learn, and improve at your own pace. Cost : £7 per session Rackets are available but please bring your own and wear appropriate shoes. Free parking available Pay before you play, please join our WhatsApp community for more details. https://chat.whatsapp.com/HDfdoIcvxmD66kMVeWBpm8

Hello and welcome to our next **GenAI UK in-person event**, delivered **in collaboration with [Data & AI Leaders](https://www.meetup.com/data-and-ai-leaders-uk/)**[.](https://www.meetup.com/data-and-ai-leaders-uk/) This session brings together engineers, ML practitioners, data and platform teams, product leaders, and technologists who are building and operating generative AI systems in real-world environments, alongside senior practitioners responsible for scaling those capabilities inside organisations. This collaborative session focuses on what happens when GenAI moves beyond experimentation, exploring how AI capabilities are built, scaled, and operated in production, and how teams reduce operational toil while maintaining security, reliability, and delivery velocity. Our meetups are friendly, welcoming, and practitioner-led, creating space for the community to learn from real systems, real teams, and real trade-offs. This session will include technical and experience-led talks, Q&A, and open discussion with members of the GenAI UK community. **We run:** • Online events for our UK & global audience • In-person meetups in London Please keep an eye on our Meetup page for future sessions. We are delighted to host this **in-person GenAI UK event in London on the 22nd of January**, in collaboration with **[Data & AI Leaders](https://www.meetup.com/data-and-ai-leaders-uk/)** and **[Incident.io](https://incident.io/)**. **Speakers and Sessions:** **Speaker: [Dylan Ratcliffe](https://www.linkedin.com/in/dylanratcliffe/), Founder at Overmind** **Session Title: How We Detected Toil among 36,000 Changes** How much engineering effort is spent on work that doesn’t add real value? In this talk, Dylan shares how nearly 37,000 infrastructure changes were analysed to quantify toil, identify safe automation opportunities, and reduce manual effort using data-driven models and AI-supported approval workflows. **Speaker: [Rory Malcolm](https://www.linkedin.com/in/rory-m-m/), Product Engineer at Incident.io** **Session Title: My first year as an AI engineer** Rory walks through Incident.io’s first year building an AI capability, covering both the technical and organisational challenges of moving from early experimentation to a team able to make meaningful progress against real AI goals. **Agenda:** 18:00 — Welcome & refreshments 18:30 — Introduction - [Ethan Sumner](https://www.linkedin.com/in/ethansumner404/) 18:35 — [Dylan Ratcliffe](https://www.linkedin.com/in/dylanratcliffe/) 19:10 — Break 19:20 — [Rory Malcolm](https://www.linkedin.com/in/rory-m-m/) 19:55 — Close & networking **We are always keen to hear from:** • Speakers — demos, applied GenAI projects, engineering deep dives • Sponsors — support for venues, recording, accessibility or community initiatives • Collaborators — meetups, research groups and ecosystem partners If you’d like to speak, sponsor, or collaborate on a future session, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/) via LinkedIn or Meetup**. This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)** and follows the **Community Stack Code of Conduct**, helping us maintain a respectful, inclusive and welcoming environment for all attendees. We look forward to seeing you in January, and for those planning ahead, the **next [GenAI UK online](https://www.meetup.com/generative-ai-uk-community/events/312728629/) event takes place on the 3rd of March**.

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026012210)[ ](https://www.aicamp.ai/event/eventdetails/W2025110510)is required for admission. Welcome to the AI meetup in London, in collaboration with Civo. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Speakers/Topics:** Check the [event website](https://www.aicamp.ai/event/eventdetails/W2026012210) for speakers and topics. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in London and 500K+ worldwide.

Hello and welcome to our next **Data & AI Leaders** event. This session brings together Heads of Data, AI, and Analytics; senior technology and engineering leaders; Principal and Staff Data/ML Engineers; Platform and Capability Leads; and strategic decision-makers responsible for shaping data and AI strategy, governance, and value delivery within their organisations. Our meetups are friendly, thoughtful, and discussion-driven, designed to create a space where leaders can share real-world experience, reflect on complex challenges, and learn from peers who are building and scaling Data and AI capabilities in the real world. This session will include leadership talks, guided discussion, Q&A, and time for networking with fellow data and AI leaders. **We run:** • Bi-monthly in-person leadership meetups and roundtables in London • Bi-monthly online sessions for our wider leadership community Please keep an eye on our Meetup page for future events. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this security-focused meetup in London on the **22nd of January,** in partnership with [Incident.io](https://incident.io/). **Speakers and Sessions:** Speaker: [Dylan Ratcliffe,](https://www.linkedin.com/in/dylanratcliffe/) Founder at Overmind Session Title: How We Detected Toil among 36,000 Changes Description: How much precious engineering time are you spending on changes that don’t really need it? In this talk, we’ll reveal how we analysed nearly 37,000 infrastructure modifications to rigorously quantify "toil"; the work that slows teams down without adding real value. We’ll share the statistical techniques and practical models we developed to find the best opportunities for safe auto-approval, and show how you can use similar methods to identify (and eliminate) wasted effort in your own workflows. We’ll also discuss pitfalls, trade-offs, and how AI can take your approval process even further. Whether you’re a platform engineer or an SRE, you’ll learn how to free up your team to focus on what really matters while keeping your systems safe and reliable. Speaker: **[Rory Malcolm](https://www.linkedin.com/in/rory-m-m/)**, Product Engineer at Incident.io Session Title: My first year as an AI engineer Description: Join Rory, Product Engineer at Incident.io, as he walks through everything the team learned in their first year building an AI capability. This session focuses on how they scaled both technically and socially, growing from early work into an engineering team able to make meaningful progress against real AI goals. Expect practical insight into team growth, collaboration, and what actually enabled progress. **Agenda (GMT / UK):** 18:00 — Welcome and refreshments 18:30 — Introduction — Ethan Sumner 18:35 — Speaker 1 19:10 — Break 19:20 — Speaker 2 19:55 — Close and networking **We are always keen to hear from:** • Speakers — leadership case studies, transformation journeys and strategic insights • Hosts — organisations able to support executive-style roundtables and meetups • Sponsors — support with venue access, refreshments, recording or accessibility If you would like to speak, sponsor, or host a future session, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)** via LinkedIn. You can find our **[YouTube channel](https://www.youtube.com/@CommunityStackHQ)**[ ](https://www.youtube.com/@CommunityStackHQ)via our community pages, where we publish selected talks and highlights. This community forms part of the[ ](https://www.meetup.com/pro/generative-ai-uk-community/)**[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)** and follows the **Community Stack Code of Conduct**, ensuring a respectful, inclusive and welcoming environment where leaders can share openly and learn from one another.

For our first meetup of 2026, we welcome our very own James Dales to present. *\*\* Please only register if you are able to attend as the number of available places is limited \*\** **The future of Location Intelligence in Power BI** For many, mapping in Power BI is a few bubbles representing sales in different towns or countries - but does really add any value to your report? In this session we're going to explore how to create maps that help you exploit the value of the location in your data. The Icon Map visuals unlock a powerful range of capabilities across all industry sectors. In a demo packed session we'll explore: \- Route and flow maps \- Easiest way to add icons and images \- Overlaying your data on demographics \- 3D buildings and landscape \- Going indoors \- Realtime \- Huge datasets We'll see what's possible today, and also showcase the powerful new capabilities that are being released soon to take your maps to new levels. **Agenda** 18:30 - Welcome, drinks, pizza & networking 19:00 - Main Session 20:00 - Close **Venue** Tenth Revolution offices in London. Aldgate House, 33 Aldgate High St, London EC3N 1DL Please provide your first and last name when registering for the event, as this is provided to building security to allow you entrance into the venue.

PyTorch isn't just another framework; it's the de-facto standard for Deep Learning. Our community is dedicated to bringing together PyTorch users in London and those with a profound interest in ML and AI. This is your platform to share experiences, network, seek advice, and initiate collaborations. This event is packed with opportunities to learn, connect, and exchange ideas and knowledge with experts from both Revolut and the data industry. Join us for exclusive talks from Revolut speakers and our partner, PyTorch, and dive into the world of Data Science—with a special focus on conversational AI. Here's what you can look forward to at the meet-up. **Speakers** 1\. Stas Bichenko\, CEO at Recombine: "Solving Interruptions in Voice AI" 2\. Anna Baidina \(Revolut\) 3\. Angelo Giacco \(ElevenLabs\) **Event Details:** **Date:** 22th January 2026 **Time:** 18:30 (GMT+4) **Where:** Revolut HQ Office

Join us at our first event of the year at [The Information Lab](https://www.theinformationlab.co.uk/) on the historic Watling Street in the City of London 🙌 We will be kicking off 2026 by delving into the topic of real-time data with our speakers - Sam, Nicoleta & Anton. We are running this event in collaboration with **[Confluent](https://www.confluent.io/)**. **6pm:** Doors Open **6:30pm:** Talks Start 🗣️The Speakers🗣️ ***Load-In to Lights-Out: Data Engineering the World's Biggest Tours and Live Events*** ***Sam Malcolm,*** ***Head of Architecture & Engineering at Centrus ([Sam's Linkedin](https://www.linkedin.com/in/sam-m-00b19a110/))*** **Sam’s** session dives into lessons from large-scale live event data systems—handling over **10 billion data points per second** for global tours like Beyoncé, Coldplay, and Glastonbury. He connects the extreme demands of real-time analytics and high-performance networking to modern cloud data practices, showing how the same principles of **speed, resilience, and precision** apply when designing reliable, scalable data platforms today. ***Should I Stream or Should I Join: From Regular to Delta Joins in Apache Flink*** ***Anton Borisov, Principal Engineer at Fresha & Nicoleta Lazar, Senior Data Engineer at Fresha ([Anton's LinkedIn](https://www.linkedin.com/in/anton-s-borisov/) , [Niloceta's LinkedIn](https://www.linkedin.com/in/nicoleta-lazar-921a6864/))*** Joins in the streaming world are where the fun stops and the tradeoffs start. State that grows forever, latency that spikes unpredictably, watermarks that never quite behave, every Flink developer has war stories about this. In this session, Anton Borisov and Nicoleta Lazar break down the join landscape in Apache Flink: → Regular joins and the state explosion problem → Interval joins: when they work, when they don't → Temporal joins and the versioned table dance → Lookup joins: the escape hatch and its hidden costs → Delta joins: the new kid and how Fluss enables them, and why it matters Talks finish by **8pm** and there will be a break between the talks. Afterwards, we may head to a pub to continue chatting. You can sign up by subscribing to this event 🚨**IMPORTANT**: Please bring a ***valid form of ID***. See you all on the 22nd January 🤩 Happy Networking 🍻 Checkout Meetup Groups run by Confluent: * https://www.meetup.com/london-real-time-data-meetup/ * https://www.meetup.com/data-streaming-europe/ By attending this event, you agree to abide by our rules of conduct: * Respect others' opinions. * Keep it appropriate - no harassment of any sort. * If you see something or have a complaint, please reach out to one of the organisers or email events@dataengineerslondon.com.

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

**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** GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus. In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks. Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool. Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday. **YouTube Link** TBA

**Course Overview:** For project management professionals, the PMP certification is a widely accepted credential. It attests to their proficiency in project management and leadership. Obtaining PMP certification indicates proficiency in project management techniques and a dedication to best practices. It raises earning potential, creates new chances, and improves career prospects. The Project Management Institute (PMI) administers the PMP certification, which necessitates passing a demanding exam, proving experience, and fulfilling professional development criteria. **Training Overview:** This in-depth PMP® course is carefully crafted to provide professionals with the information, tools, and techniques needed to lead projects in a wide range of industries. Updated according to the most recent PMBOK® Guide and PMI standards, the course addresses fundamental project management areas such as initiating, planning, executing, monitoring, controlling, and closing a project. Attendees will receive hands-on practice through live case studies, interactive training, and exam techniques so that they are well-equipped to take the PMP certification exam. The training is also in compliance with the PMI 35 contact hour requirement and is conducted by certified trainers with real-world industry experience. 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Learn from Industry Leaders. Succeed with Confidence.** · Led by certified experts with 15+ years of experience · PMI-authorized training aligned with the latest PMBOK® Guide · Proven track record of high first-attempt pass rates · Practical case studies and real-world project insights · Dedicated support from registration to certification However, basic understanding and knowledge about quality aspect and quality control will prove to be useful. Other course you might be interested: CAPM \| PMP \|LSSGB \| LSSBB \| LSSGB & LSSBB \| ITIL \| CBAP \| PMI\-ACP \| Big Data \| DevOps \| Data Science \| CSM If you are interested, please let me know so that I can send you special discounted price along with the customized registration link which will help you to enroll it easily. **Other Training Courses:** CAPM \| LSSGB \| LSSBB \| LSSGB&LSSBB\| CSM \| PMI\-ACP \| CCBA \| CEH \| DevOps If you have any more queries regarding PMP training and certification write an email to : [alex.wood@icertglobal.org](mailto:alex.wood@icertglobal.org) [https://www.icertglobal.com/](https://www.icertglobal.com/) Email: [alex.wood@icertglobal.org](http://alex.wood@icertglobal.org/) Phone: 713-287-1187

## Details \#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️ **Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. \#\#\# What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time \#\#\# Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

**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). For this first meeting of the year, we will be reviewing submissions for the [Your Program is Hideous and Obfuscated Challenge (YPHOC). ](https://docs.google.com/document/d/13zbxwElpJqPMuAN4Ele2hUgsqtFKzH3OCTL5NEeiLKQ)Submissions for this challenge are due by January 12th, 2026. The details can be found here: or on our website http://www.cohpy.org See Our [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