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No-Code, Low-Code, Pro-Code: Unlocking Data Magic with Fabric Dataflows Gen2

In today’s data-driven world, different users need different tools, but they all share the same goal: getting trusted, clean, and useful data quickly. Whether you’re a business analyst, citizen developer, or data engineer, Microsoft Fabric’s Dataflows Gen2 meets you where you are, offering a flexible spectrum of options: no-code, low-code, and pro-code.

In this session you’ll learn how to build and manage Dataflows Gen2 using simple, no-code steps. Then, we’ll explore low-code techniques like Power Query transformations and parameterization to unlock more advanced capabilities. Finally, we’ll step into the pro-code space with custom M code and performance best practices for those needing full control.

You’ll see a real-world scenario built in three ways: no-code, low-code and pro-code, so you can compare the trade-offs, strengths and ideal use cases for each.

Whether you’re looking to simplify data prep, enhance automation, or enable governed data reuse at scale, you’ll leave with practical strategies and inspiration for making the most of Dataflows Gen2 in your projects.

Cristian is a “Project Management Professional turned into a Data Guy” working as a link between two worlds: Business and IT. Having worked for the last 20+ years with data in different roles he was fascinated when he discovered Power Query and Power Pivot back in 2014 and then, Power BI in 2015.

He’s holding several Microsoft Certifications (MS Fabric Analytics Engineer, Power BI Certified Data Analyst, Trainer (MCT), MCSE Data Management and Analytics, MCSA BI Reporting, MOS Master, Excel Expert, etc) and he loves getting insights from data and then, using these insight solving real business problems.

He is the founder of Romania Power BI and Modern Excel User Group (https://www.meetup.com/romaniapug/) and has been recognized as Microsoft Most Valuable Professional (MVP) in 2022.

Explores Microsoft’s Applied Skills credential program and the learning path for implementing a data science and ML solution with Microsoft Fabric, including setting up a Microsoft Learn profile, locating credential offerings, and following the guided scenario using Fabric’s Lakehouse, Notebooks, and MLflow integration. Linda Larkan will provide demonstrations highlighting the workflow from data ingestion to model training and prediction.

Speaker: Cristian Angyal Start Date: Thu, Oct 9th 2025 · 7:00 PM EEST (4:00 PM GMT) Language: ROMANIAN ⚠️ Location: Online (link visible for attendees)

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Description:

In today’s data-driven world, different users need different tools, but they all share the same goal: getting trusted, clean, and useful data quickly. Whether you're a business analyst, citizen developer, or data engineer, Microsoft Fabric’s Dataflows Gen2 meets you where you are, offering a flexible spectrum of options: no-code, low-code, and pro-code.

In this session you'll learn how to build and manage Dataflows Gen2 using simple, no-code steps. Then, we’ll explore low-code techniques like Power Query transformations and parameterization to unlock more advanced capabilities. Finally, we’ll step into the pro-code space with custom M code and performance best practices for those needing full control.

You’ll see a real-world scenario built in three ways: no-code, low-code and pro-code, so you can compare the trade-offs, strengths and ideal use cases for each. Whether you're looking to simplify data prep, enhance automation, or enable governed data reuse at scale, you’ll leave with practical strategies and inspiration for making the most of Dataflows Gen2 in your projects.

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At the end of the Meetup we'll have a Raffle with prizes offered by ETA2U: 1 FREE Voucher for a Data Related Training Live with ETA2U for one lucky winner from the Live attendees !

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Speaker: Cristian Angyal ROPUG Founder, Microsoft MVP

Cristian is a “Project Management Professional turned into a Data Guy” working as a link between two worlds: Business and IT.

Having worked for the last 20+ years with data in different roles he was fascinated when he discovered Power Query and Power Pivot back in 2014 and then, Power BI in 2015.

Ever since he learned about the POWER tools he realized that these tools, with the ability to “learn them once and used them in multiple places”, could make a huge difference in the way Data is managed inside organizations. He’s holding several Microsoft Certifications (MCSE Data Management and Analytics, MCSA BI Reporting, MOS Master, Excel Expert, Trainer (MCT), Power BI Certified Data Analyst, etc) and he loves getting insights from data and then, using these insight solving real business problems.

Connect with Cristian here:

• LinkedIn
• X (ex-Twitter)

Join our Microsoft Fabric - UK User Group for our latest webinar.

This session we are excited to announce our host Microsoft MVP Leon Gordon and co-host Microsoft MVP Pragati Jain will be introducing Microsoft MVP Kevin Chant.

Join the Microsoft Fabric UK - User Group on -

Microsoft Community - https://community.powerbi.com/t5/Power-BI-UK-User-Group/gh-p/pbi_UK_usergroup LinkedIn - https://www.linkedin.com/groups/8909321/ MeetUp - https://www.meetup.com/microsoft-power-bi-uk/

Session Abstract -

Microsoft Fabric has caused a lot of excitement in the Microsoft Data Platform community.

In this session I give a brief overview of Microsoft Fabric is before going into details about how you can use Azure DevOps with it at this moment in time.

Including Git integration and other ways that you can perform CI/CD for Data Warehouses and SQL databases in Fabric.

During the session I will also introduce some Azure DevOps best practices.

Biography

Data Platform professional based in the Netherlands. Microsoft Certified Trainer and Data Platform MVP.

Many years experience with Microsoft Data Platforms. Along the way gained various Microsoft Certifications.

Held various roles over the years. Over that tome gained real-life experience with various Microsoft Data Platform offerings and ALM solutions such as Azure Devops and GitHub.

Involved with Microsoft technical community in various ways. Including blogs, videos, events and sharing various repositories in GitHub.

Social Media / Website Links https://www.linkedin.com/in/kevin-chant/

Hands-On : MCP (Model Context Protocol) Bootcamp Date: 27th September 2025, 9 AM to 12.30 PM Eastern Time Level: Beginners/Intermediate Registration Link: https://www.eventbrite.com/e/hands-on-mcp-model-context-protocol-bootcamp-tickets-1583073859529?aff=oddtdtcreator Who Should Attend? This hands-on workshop is for developers, senior software engineers, IT pros, architects, IT managers, citizen developers, product managers, IT leaders, enterprise architects, chief analytics officers, CIOs, CTOs, and other decision-makers who want to learn how to seamlessly integrate AI applications and agents into Azure AI Foundry and Microsoft Copilot Studio using the Model Context Protocol (MCP). Experience with C#, Python, or JavaScript is helpful but not required—no prior AI knowledge needed. And while this isn’t a data & analytics-focused session, data scientists, data stewards, and tech-savvy data protection officers will also find it super valuable. Description: MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C gives you a universal way to connect devices to different peripherals and accessories, MCP gives AI models a standardized way to connect to data sources and tools. Why MCP?MCP makes it easier to build agents and complex workflows on top of LLMs. Since LLMs often need to integrate with data and tools, MCP provides:

• A growing list of pre-built integrations your LLM can plug into directly
• The flexibility to switch between LLM providers and vendors
• Best practices for keeping your data secure within your infrastructure

In this half-day, hands-on virtual workshop, Microsoft AI and Business Applications MVP and Microsoft Certified Trainer Prashant G Bhoyar will show you how to use MCP with Azure AI Foundry and Copilot Studio to build powerful AI Agents. Here’s what we’ll cover in detail:

• What is the Model Context Protocol (MCP)?
• How to build an MCP server?
• How to integrate AI applications and agents into Azure AI Foundry and Microsoft Copilot Studio using MCP?
• How does MCP connect directly to existing knowledge servers and APIs, so actions and knowledge can be automatically added and updated within your agents?
• How MCP integration simplifies agent building, reduces maintenance, and leverages enterprise-grade security and governance (like Virtual Network integration, Data Loss Prevention policies, and multiple authentication methods)?
• Best practices for real-world use cases

By the end of this bootcamp, you'll be ready to use MCP to create enterprise-grade agents. The labs will feature a mix of Python, C#, and low-code/no-code UI tools—so even if you don't want to write code, you're covered. Workshop Resources: You’ll get access to Microsoft Copilot, Azure, and Azure OpenAI services (a $500 value) for the hands-on labs. If you already have your own Microsoft Copilot or Azure subscription, you can use that instead. Attendee Workstation Requirements Bring your own computer (Windows or Mac) with:

• Camera, speakers, microphone, and a reliable internet connection (tablets won’t work for this workshop)
• A modern browser: Microsoft Edge, Google Chrome, Firefox, or Safari
• Access to www.azure.com and https://copilot.microsoft.com
• Nice to have: the ability to run C# 10 or Python code using Visual Studio 2022, VS Code 1.66+, Visual Studio for Mac, Rider, or a similar IDE.

Speaker: David Kofod Hanna Start Date: Thu, Sep 25th 2025 · 7:00 PM EEST (4:00 PM UTC) Language: ENGLISH (with Live Translated CCs) Location: Online (link visible for attendees)

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Self-service developers often have excel-files, SharePoint lists, Access databases, connecting to SQL database tables or views that IT maintains, multiple files, repetitive and manual tasks. Furthermore, self-service developers aren't skilled in writing T-SQL or Python - we need another easier solution based on our competence levels and Power Query is definitely that tool!

This session will guide you through 20 tips and tricks on how to leverage Power Query and the (M)agic through UI, hidden gems and code to boost your use and understanding of Power Query. Look forward to understand the difference between Power Query, Dataflows in Power BI and Fabric.

Whether you're just starting or looking for that one extra trick to optimize your workflow, this session covers it all.

=============================================================== Speaker: David Kofod Hanna

David is a Senior Advisor, trainer and speaker at twoday in Denmark.

David’s passion is to guide self-service Power BI developers for more enterprise manageable concepts in a consumable and practical way - because he has have been on that journey for years, and still is, thus bridging the gap between classic data engineer and business analysts. With a decade of experience as a consultant and a background in master’s in business Intelligence,

David has advised and trained companies on the use of data from small to enterprise organizations. Driven by both professional expertise and empathy, David stays up to date with technological advancements, specializing in Power BI, Microsoft Fabric, Tabular Editor, governance and User Experience – including certifications as MCT, DP-600, DP-700, PL-300, CPUX-F, PL-900 and certified Tabular Editor 3 Trainer.

David has a strong ability to put people first, using patience, enthusiasm, presentation skills, and a smile to achieve results that truly make an impact. Over the years, he have conducted 200+ training courses with consistently high satisfaction scores. In his spare time, David enjoys sports like football & running and spending time with his family and kids.

Connect with David here:

https://github.com/DKH-DK/Self-Service-Power-BI-Fabric AND https://www.linkedin.com/in/davidkofod/ AND https://www.linkedin.com/newsletters/7237000963331420162/

Microsoft added variable libraries on April 1 to markedly improve the development pipeline experience, which greatly improves the entire CICD process for releasing content in Fabric. Now to make variable libraries work, parameters need to be implemented throughout pipelines, notebooks and semantic models. These parameters will be changed when items are moved using Development Pipelines. While development pipelines were originally created for Power BI using them to deploy Fabric content were problematic, but with Variable Pipelines, they are the best way to migrate code from dev to test to prod.

We will explore the foundational concepts of parameter usage in Fabric, demonstrating how to define, manage, and adjust parameters to for different environments. The session will highlight best practices for incorporating variable libraries, showcasing their role in facilitating seamless updates across multiple notebooks and pipelines. Attendees will gain insights into: • The architecture and benefits of using parameters in Fabric environments. • Step-by-step guidance on setting up and utilizing variable libraries. • Real-world examples illustrating the impact of parameterization on workflow efficiency. By the end of this talk, participants will be equipped with the knowledge and tools to enhance their data engineering practices, leveraging the full potential of parameters and variable libraries in Fabric to drive more efficient and scalable data solutions.

Ginger Grant is a distinguished Microsoft Data Platform MVP and Microsoft Certified Trainer (MCT), renowned for her deep expertise in advanced analytics, machine learning, AI, data warehousing, and the evolving landscape of Microsoft Fabric. As a sought-after consultant, Ginger empowers organizations to harness the full potential of their data ecosystems.

Beyond consulting, Ginger is a prolific thought leader and speaker for both keynotes and technical training. She contributes regularly as a columnist for Pure AI, authors insightful books, and shares practical knowledge on her blog, DesertIsleSQL.com. Her educational impact spans a wide range of technologies, including Azure Synapse Analytics, Python, and Azure Machine Learning, making her a trusted voice in the data community.

Whether on stage, in print, or in the classroom, Ginger’s passion for data and commitment to knowledge-sharing make her a standout figure in the world of data and AI.

Hands-On: Prompt Engineering Online Bootcamp Date: 06 September 2025, 9 AM to 12.30 PM Eastern Time Level: Beginners/Intermediate Registration Link: https://www.eventbrite.com/e/hands-on-prompt-engineering-bootcamp-tickets-1443819937299?aff=oddtdtcreator Who Should Attend? This hands-on workshop is for developers, senior software engineers, IT pros, architects, IT managers, citizen developers, technology product managers, IT leaders, enterprise architects, chief analytics officers, chief information officers, chief technology officers, and decision-makers who want to learn how prompt engineering can help bring AI into next-gen apps and agents. Experience with C#, Python, or JavaScript is helpful but not required. No prior knowledge of AI is necessary. While this isn’t a data & analytics-focused session, data scientists, data stewards, and tech-savvy data protection officers will also find it super valuable. Description: The rise of generative AI, led by ChatGPT and other large language models, has sparked serious interest across industries and leadership teams. Models like OpenAI’s GPT-3.5, GPT-4o, and GPT-4.5 rely heavily on the quality of the prompts they're given. The better the prompt, the better the output. That makes prompt engineering a must-have skill. In this half-day virtual hands-on workshop, Microsoft AI and Business Applications MVP and Microsoft Certified Trainer, Prashant G Bhoyar, will cover these topics in detail:

• What is Prompt Engineering? Learn how prompts work, why they matter, and what affects their performance.
• Advanced Prompting Techniques:
• Few-shot prompting (use examples to get better answers)
• Chain-of-thought prompting (step-by-step reasoning)
• Instruction fine-tuning (force the model to follow your rules)
• Persona-based prompting (get responses in specific roles)
• Multi-step prompting (refine results through iteration)
• Debugging & Refining AI Responses
• How to fine-tune prompts for ChatGPT, Claude, Google Gemini, and other tools
• Automating prompts with APIs and workflows
• Working with reasoning models like o3
• Best practices for real-world use

By the end of this bootcamp, you'll be ready to create clear, powerful prompts that unlock the full potential of generative AI in your projects. The labs will feature a mix of Python, C#, and low-code/no-code UI tools, so even if you don't want to write code, you're covered. Workshop Resources: You’ll get access to Microsoft Copilot, Azure, and Azure OpenAI services (worth $500) for hands-on labs. If you already have your own Microsoft Copilot or Azure subscription, you’re welcome to use that too. Attendee Workstation Requirements: You must have your own computer (Windows or Mac) with:

• Camera, speakers, microphone, and a reliable internet connection. Tablets will not work for this workshop.
• A modern browser (Microsoft Edge, Google Chrome, Firefox, or Safari).
• Access to www.azure.com and https://copilotstudio.microsoft.com.
• Nice to have is the ability to run C# 10 or Python code, using Visual Studio 2022, VSCode 1.66+, Visual Studio for Mac, Rider, or a similar IDE.

𝗔 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺 – 𝗡𝗼𝘁 𝗝𝘂𝘀𝘁 𝗮𝗻 𝗔𝗳𝘁𝗲𝗿𝘁𝗵𝗼𝘂𝗴𝗵𝘁"

“You do not rise to the level of your goals, you fall to the level of your systems.”

In this session, you'll get hands-on methods for making documentation a natural part of your Power BI workflow.

We'll explore Power Query metadata, Table Groups and scripting in Tabular Editor, INFO.VIEW DAX functions, external tools, model layout views, VertiPaq Analyzer in DAX Query views, Semantic Link Labs, and JSON theme documentation.

Everything is tied together in a user-friendly, accessible app – where the end user meets the documentation directly.

This isn’t just inspiration – it’s a system you can take home and apply. A Power BI documentation system – not just an afterthought David Kofod Hanna is a Senior Advisor, trainer and speaker at twoday in Denmark. David’s passion is to guide self-service Power BI developers for more enterprise manageable concepts in a consumable and practical way - because he has have been on that journey for years, and still is, thus bridging the gap between classic data engineer and business analysts. With a decade of experience as a consultant and a background in master’s in business Intelligence,

David has advised and trained companies on the use of data from small to enterprise organizations. Driven by both professional expertise and empathy, David stays up to date with technological advancements, specializing in Power BI, Microsoft Fabric, Tabular Editor, governance and User Experience – including certifications as DP-600, PL-300, CPUX-F, PL-900 and certified Tabular Editor 3 Trainer.

David has a strong ability to put people first, using patience, enthusiasm, presentation skills, and a smile to achieve results that truly make an impact. Over the years, he have conducted 200+ training courses with consistently high satisfaction scores.

In his spare time, David enjoys sports like football & running and spending time with his family and kids. https://www.linkedin.com/in/davidkofod/

When: Thursday 17th July 2025 Time: arrive for 5:45pm with talks starting from 6pm start prompt. Location: Method Resourcing, 2nd Floor, Dean House, 94 Whiteladies Road, BS8 2QX

Complimentary drinks & pizza provided by our hosts Method Resourcing Solutions.

This #MSFABRICBRISTOL will feature Jake Duddy and Neil Rowlands

Session 1 - Visualise Your Connections A Practical Guide to Power BI Graphs - Jake Duddy Graphs are everywhere – from the intricate web of social networks to the scheduling algorithms on our devices. Yet, Power BI traditionally struggles with visualising graphs. Discover practical strategies for structuring your data and learn how to use Deneb to create compelling, interactive graph visualisations that reveal crucial relationships within your data.

About Jake Jake Duddy specialises in Business Intelligence and Power BI. He administers a Power BI tenant and develops processes and tools to empower developers. Jake champions best practices, having established DevOps processes and robust admin monitoring solutions

Jake is an active member of the Fabric community. He shares his insights through his blog, evaluationcontext.github.io, where he shares his experiments and experiences with topics related to the Microsoft analytic stack. He is a Community Champion on the Fabric Forums, and he frequently presents at Power BI User Groups, sharing his knowledge with a broader audience.

Session 2 - Turbocharging your Power BI report with Power Platform - Neil Rowlands We create an awesome report, share it with users and then think… how can I easily ask my users if this is providing the insight that they want? With Power Platform we can embed a simple canvas app into a Power BI report, store responses securely in Dataverse and use Power Automate to notify report authors. In this session Neil will deliver a whistle-stop tour of environments and solutions, creating Dataverse tables, creating a canvas app and embedding this into a Power BI report plus authoring a simple Power Automate flow.

About Neil Neil is a senior Power Platform and Power BI practitioner who specialises in process digitisation, workflow automation and reporting. Neil is also a highly qualified trainer with 13 Microsoft certifications, including Microsoft Certified Trainer. And he’s one of our very own regular attendees!!

We all look forward to seeing you there!!

A demo-centric session exploring defense-in-depth security strategies to safeguard Azure SQL Database. Learn practical techniques across multiple layers of protection, including Network Security, RBAC, Row-Level Security, Auditing, Advanced Threat Protection, and Encryption (TDE and Always Encrypted).

2 Days Hands-On Online Workshop: Azure AI Foundry and Copilot Studio Bootcamp Date: 29-30 May 2025, 9 AM to 5 PM Central Time Level: Beginners/Intermediate Registration Link: https://www.eventbrite.com/e/hands-on-azure-ai-foundry-and-copilot-studio-bootcamp-tickets-1267311596099?aff=oddtdtcreator Who Should Attend? This hands-on workshop is open to developers, senior software engineers, IT pros, architects, IT managers, citizen developers, technology product managers, IT leaders, enterprise architects, chief analytics officers, chief information officers, chief technology officers, and decision-makers interested in learning how AI Agents and Generative AI can help infuse artificial intelligence into next-generation apps and agents. Experience with C#, Python, or JavaScript is helpful but not required. You don't need prior knowledge of AI either. Although this isn't a data & analytics-focused workshop, data scientists, data stewards, and technically-minded data protection officers will also find it very valuable Description: With ChatGPT and other large language models, generative AI has captured the attention of global consumers, enterprises, and C-suite executives. AI has a significant role in the enterprise space and is evolving rapidly. Without understanding the concepts behind these advanced technologies, developers and administrators might find it challenging to assess the true impact of emerging tools and solutions. An AI agent is a powerful companion capable of managing a variety of interactions and tasks—from handling complex conversations to autonomously deciding the best actions based on instructions and context. Agents coordinate language models along with instructions, context, knowledge sources, topics, actions, inputs, and triggers to achieve your desired outcomes. Copilot Studio is a graphical, low-code tool designed for creating agents, including building automations with Power Automate and extending Microsoft 365 Copilot with your own enterprise data and scenarios. One standout feature of Copilot Studio is its ability to connect to other data sources through either prebuilt or custom plugins, as well as integration with Azure AI Foundry. This flexibility allows users to easily build sophisticated logic, ensuring that agent experiences are both powerful and intuitive. Azure AI Foundry is a unified AI platform that includes the Azure AI Foundry portal (formerly Azure AI Studio) and the Azure AI Foundry SDK—a unified SDK featuring pre-built app templates. This SDK gives developers easy access to popular models through a single interface, simplifies the integration of Azure AI into applications, and helps evaluate, debug, and improve application quality and safety throughout development, testing, and production. In this two-day virtual hands-on workshop, Microsoft AI and Business Applications MVP and Microsoft Certified Trainer, Prashant G Bhoyar, will cover these topics in detail:

1. What are multimodal GenAI applications?
2. What are AI agents?
3. What are autonomous agents?
4. What are custom Copilots?
5. Introduction to Copilot Studio: Learn to create agents, build automations with Power Automate, and extend Microsoft 365 Copilot using enterprise data. Discover how to use prebuilt and custom plugins alongside Azure AI Foundry for powerful, intuitive agent experiences.
6. Azure AI Foundry: An in-depth overview of Azure AI Foundry.
7. Azure OpenAI Services: Explore these services, their architecture, and their role in the broader AI ecosystem.
8. Using models from DeepSeek, Llama, Hugging Face, and other open-source models via Azure AI Foundry.
9. Prompt engineering: An in-depth look at creating effective prompts, understanding their importance, and the factors influencing their performance.
10. Use cases and common architectures: Hands-on labs demonstrating real-world implementations.
11. How to evaluate use cases and determine ROI.
12. Azure OpenAI Service embedding models.
13. Customizing Azure OpenAI Services: Configuration to deployment tailored to specific business needs.
14. Deep dive into Azure OpenAI Services: A detailed look at popular models like o1, GPT, Ada, and DALL-E, discussing their unique features and ideal use cases.
15. Using Azure OpenAI Service to access company data.
16. Azure AI Services overview: Language, Speech, and Vision services and their real-world applications.
17. Conversational AI: Design, train, and refine AI capable of human-like interactions.
18. Azure AI Search: Creating advanced search experiences.
19. Document Intelligence Service: Extracting key-value pairs and table data from documents using machine learning.
20. Azure AI Agent Service: Feature-rich managed capabilities combining models, data, tools, and services for automating complex business processes.
21. Semantic Kernel: An open-source SDK for combining AI services (OpenAI, Azure OpenAI, Hugging Face) with programming languages like C# and Python to create advanced AI applications.
22. Model Context Protocol ( MCP )
23. Responsible AI: Ethics and responsible practices in AI use.
24. Enterprise-level applications, Custom Copilots, and AI agents: Learn to develop scalable, multimodal applications using Copilot Studio and Azure AI Foundry, emphasizing industry requirements and best practices.

By the end of the workshop, you'll have practical experience building next-generation multimodal applications, Custom Copilots, and AI Agents using Copilot Studio and Azure AI Foundry. Workshop Resources: Access to Copilot Studio, Azure, and Azure OpenAI services (valued at USD 500) will be provided for hands-on labs, allowing you to build enterprise-grade multimodal applications and agents. However, you're encouraged to use your own Copilot Studio and Azure subscriptions if available. Attendee Workstation Requirements: You must bring your own computer (Windows or Mac) with:

• Camera, speakers, microphone, and a reliable internet connection. Tablets will not work for this workshop.
• A modern browser (Microsoft Edge, Google Chrome, Firefox, or Safari).
• Access to www.azure.com and https://copilotstudio.microsoft.com.
• Nice to have is the ability to run C# 10 or Python code, using Visual Studio 2022, VSCode 1.66+, Visual Studio for Mac, Rider, or similar IDE.