PySpark in Microsoft Fabric - Delta Transactions and Maintenance (Ep. 3)

Download Student Files https://prag.works/pyspark-in-microsoft-fabric-student-files In this video, we will go over delta transactions and maintenance in Microsoft Fabric utilizing PySpark notebooks. Learn about the power of Delta Lake and how to leverage its features. Explore the various transaction isolation levels and how to use them to ensure data consistency. Discover how to perform maintenance tasks like database compaction and vacuuming to optimize your Delta tables. Join us as we take a deep dive into Delta Lake with PySpark. 👍 If you enjoy this video and are interested in formal training on Microsoft Teams, Power BI, Power Apps, Azure, or other Microsoft products you can visit https://prag.works/AUSTIN40 for 40% off On-Demand Learning! -- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -- - - - - - - - - - - - - - - - - - - - - - - - Next step on your journey: 👉 On-Demand Learning - Start With The FREE Community Plan: https://prag.works/odl-trial-yt 🔗Pragmatic Works On-Demand Learning Packages: https://pragmaticworks.com/pricing/ 🔗Pragmatic Works Boot Camps: https://pragmaticworks.com/boot-camps/ 🔗Pragmatic Works Hackathons: https://pragmaticworks.com/private-training/hackathons/ 🔗Pragmatic Works Virtual Mentoring: https://pragmaticworks.com/virtual-mentoring/ 🔗Pragmatic Works Enterprise Private Training: https://pragmaticworks.com/private-training/customized-enterprise-training/ 🔗Pragmatic Works Blog: http://blog.pragmaticworks.com/ Let's connect: ✔️Twitter: https://prag.works/yt-twitter ✔️Facebook: https://prag.works/yt-fb ✔️Instagram: https://prag.works/yt-insta ✔️LinkedIn: https://prag.works/yt-li ✔️Discord: https://prag.works/yt-discord Pragmatic Works 7175 Hwy 17, Suite 2 Fleming Island, FL 32003 Phone: (904) 638-5743 Email: [email protected] #PragmaticWorks #microsoftfabric #pyspark 00:00 Setting Up the Environment 03:25 Creating Data 08:11 Modifying Data 09:46 Viewing Delta Files 13:58 Optimizing Delta Tables 16:01 Vacuum Operation