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🔥 *Learn Microsoft Fabric hands-on!* 👉 https://www.skool.com/fabricforge 🔥 *Ace Your Certification Exams – Free Practice Questions!* 👉 https://certiace.com/ ☕ *Enjoying the Content? Support the Channel!* 💖 https://buymeacoffee.com/aleksipartanentech 👨💼 *Follow Me on LinkedIn!* 🔗 https://www.linkedin.com/in/aleksi-partanen/ 🚨 *Join the Free Microsoft Fabric Community on Discord!* 👉 https://discord.gg/33BR22bcHH 📚 *Recommended courses on Datacamp:* Python Data Fundamentals: https://datacamp.pxf.io/c/6429510/3120208/13294 Data Analyst in Python: https://datacamp.pxf.io/c/6429510/3120142/13294 SQL Fundamentals: https://datacamp.pxf.io/c/6429510/3120137/13294 Power BI Fundamentals: https://datacamp.pxf.io/c/6429510/2917378/13294 PL-300: Microsoft Power BI Data Analyst: https://datacamp.pxf.io/c/6429510/3120133/13294 Data analyst in Power BI: https://datacamp.pxf.io/c/6429510/3120130/13294 More courses: https://datacamp.pxf.io/c/6429510/2073461/13294 These are affiliate links. If you sign up through them, I may earn a small commission at no extra cost to you. Thanks for supporting the channel. 📂 *Access Learning Materials (Files, Code, etc.)* 💾 Download helpful resources here: 🔗 https://drive.google.com/drive/folders/137oJUhjRJhZZsnRln8tlJBcl1OYc2X2C?usp=sharing 🎓 *More of My Content:* 🎥 https://www.youtube.com/playlist?list=PLlqsZd11LpUES4AJG953GJWnqUksQf8x2 🎥 https://www.youtube.com/playlist?list=PLlqsZd11LpUHKLILXjfW5ORjNiksC3GWZ 🎥 https://www.youtube.com/playlist?list=PLlqsZd11LpUEq26ZswRz58k5O5HwoSDvA 🎥 https://www.youtube.com/playlist?list=PLlqsZd11LpUGsj71luXuOhk78fF0frscd 🎥 https://youtu.be/0PjuNHYiX00 🎥 https://youtu.be/1PGE9bWqY2g 🎥 https://youtu.be/qoVhkiU_XGc 🔗 All the Videos: https://www.youtube.com/@AleksiPartanenTech/videos Are you preparing for the DP-700 exam or looking to optimize your Spark configurations in Microsoft Fabric? In this video, we dive deep into Spark pools, environments, auto-scaling, and session management—all essential for data engineering and performance tuning. 🔷 What is Apache Spark & How Does It Work in Fabric? 🔷 Spark Pool Types: Starter vs. Custom Pools 🔷 Optimizing Spark Compute: Worker Nodes, Auto-Scaling & Memory Allocation 🔷 Understanding Spark Environments & Native Execution Engine 🔷 High Concurrency Mode & Session Sharing 🔷 Key Spark Settings for Performance & Cost Optimization #MicrosoftFabric #DP700 #ApacheSpark #BigData #DataEngineering #SparkNotebooks #Azure #DataPipelines #CloudComputing #SparkNotebooks 🏁 Timestamps: 00:00 Intro 00:55 Theory & Concepts 11:28 Demos & Tutorials 23:33 Practice Questions
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