Hey everyone, the conference updates are now starting 👀 Starting with this incremental refresh feature added to the Dataflow Gen2. You can read more here: https://blog.fabric.microsoft.com/en-us/blog/announcing-public-preview-incremental-refresh-in-dataflows-gen2/

Hey everyone, a friend of mine Malvik Vaghadia has just released a brand new Udemy course on Microsoft Fabric. I've reviewed the course, and it's really comprehensive, and Malvik is a great instructor with lots of experience teaching on Udemy and on his YouTube channel. Try this link for FREE access (first 100 only, first come first served): 👉🔗 EDIT: *Link Removed Because All Coupons Have Been Redeemed* You can then use this link for a heavy discount (68% discount, I believe): 👉🔗 https://www.udemy.com/course/microsoft-fabric-the-ultimate-guide/?couponCode=LEARNFABRIC 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂'𝗹𝗹 𝗟𝗲𝗮𝗿𝗻: ✅ Data Warehousing: Understand the principles of data warehousing, master SQL for querying and managing data, and learn how to design and implement data warehouses within Microsoft Fabric. ✅ Power BI: Create powerful, interactive reports and dashboards. ✅ Data Engineering: Develop robust data engineering pipelines using Spark (PySpark), manage large-scale data transformations, and automate workflows efficiently. ✅ Data Factory: Master the use of Data Factory for orchestrating and automating data movement and transformation. ✅ Real-Time Intelligence: Leverage real-time data processing capabilities to gain instant insights and act swiftly in dynamic business environments.

Hi all, I have a notebook that I connect salesforce data to via the python library simple-salesforce. Attached it’ll how I want to authenticate and have credentials stored outside of the notebook (I.e. a pipeline or environment. I tried a pipeline and adding them in the base parameters. The pipeline successfully runs but the notebook shows the error! Please help

Happy Monday to all the Fabricators! I'm interested... what are you building this week? Any blockers that we can help with?

Hi everyone, I’ve started to make efforts of moving from SSMS to Fabric. I built out one workspace in which I ingest all the data via dataflow in the bronze lakehouse for each department and have the notebooks writing over to the silver Lakehouse + SQL endpoint. Each department is separated by a folder in the workspace. I then grab the semantic model from the silver LH to go in a production workspace for each individual department. I’ve made all calculations for each report in the one specific semantic model so that I can control one refresh and avoid a lot of data being duplicated in the semantic model for some reports (efforts to reduce the capacity size of the workspace). From the department workspace (essentially gold layer) I push the reports to an app for customer subscriptions. I’m not sure this is the best way to go about this, please share any suggestions/best practices/ tips with me. I’d love your feedback on this!