Here’s a quick roundup of the most engaging and impactful happenings in the Community over the past 7 days:

💡 Top Solutions & Discussions

• Syncing Delta Tables to NoSQL – Resolved with valuable tips for production readiness.
• Timestamp Date Filter Issue – Cracked with practical troubleshooting steps.
• Silver Layer to Salesforce – Great post on best practices for integration.
• 100 TB CSV to Bronze Layer in Parquet – A lively discussion on ingestion at scale.
• Pass Notebook Parameters Dynamically in Job Tasks – Another community-powered solution.

📅 Meetups & Networking

• Melbourne User Group Meetup – Sept 10, 2025.
• Wisconsin User Group Meetup – Featuring LakeBase: Operational OLTP Database.
• Portland Data + AI Meetup – Celebrated a successful first event! 🎉

📚 Blogs & Learning

• Level Up Your Databricks Game – Episode 1: Widgets
• Building a Scalable Telco CDR Processing Pipeline – Part 1
• Auto Loader: Built-in Data Audit & Validation
• Apache Spark 4.0 – Scalable ML & AI at New Heights
• NVIDIA’s AI-Native Digital Twin on Databricks

🗣 Community Participation

• A Brickster shared feedback via our AI Assistance for Data Science Work research initiative.
• Multiple high-quality technical blogs shared, expanding our learning library.

💬 Keep contributing, asking, and sharing – your engagement drives the Databricks Community forward! 🚀