🚀 Weekly Delta (27 August - 3 September): A Look Back at This Week’s Top Community Highlights!

[Sujitha]

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! 🚀

[szymon_dybczak]

Thank you @Sujitha  for this series. It’s a great way to appreciate the many different contributions of our members

[Advika]

Here’s to another weekly series adding more buzz to the Community 🙌 😁

[TheOC]

hey @Sujitha 
Thanks for the shoutout for my blog - and thanks for this post, It's awesome to draw some highlight to the cool things people are doing in the Community.

Just so you're aware, it looks like the top 4 blogs you've listed all link  to:
https://community.databricks.com/t5/machine-learning/databricks-user-research-ai-assistance-for-data...

instead of the respective blogs.

[Sujitha]

@TheOC Thank you for pointing that out! Fixed it. 🙂 

[BS_THE_ANALYST]

Thanks for this @Sujitha. I love this weekly style round-up 🙌. Shout out to Bricktalks as well, can't wait for the next episode! That was awesome. I'll be submitting my first blog in the next couple of weeks 😎!

Absolutely loving the passion and expertise from the community😊. 

All the best,
BS

[Sumit_7]

Amazing week filled with great contributions and a fitting way to highlight them, thanks @Sujitha 🤝

[Brahmareddy]

it’s a great initiative!!

Thanks to @Sujitha for starting this roundup — it will help our community grow and more engaged. Let’s keep sharing, learning, and supporting each other.