Databricksters

How Liquid Clustering Improves Streaming Merges and P99 Latency

Watch now | The Trio Behind Simpler Streaming Merges: Deletion Vectors, Row-Level Concurrency, and Liquid Clustering

Sep 16 • 

Canadian Data Guy

8

8:59

Agents are like onions (they have layers)

Using custom scorers to investigate spans within a trace in MLflow 3+.

Sep 3 • 

Veena

5

August 2025

Doctors HATE this one dependency trick!

A quick guide to dependency management for machine learning using MLflow 3+.

Aug 19 • 

Veena

7

1

Bayes’d and Redpilled

Markov Chain Monte Carlo Sampling using PyMC on Databricks

Aug 12 • 

Austin

4

Beyond the Pipeline: The Blueprint for Enterprise AI Platforms using Databricks

Moving past dependency hell requires more than code—it demands a shift to a govern-first architecture.

Aug 5 • 

Debu Sinha

2

July 2025

Securing Gen‑AI Agents on Databricks: How I Keep Prompt‑Injection and Data‑Leak Nightmares at Bay

Practical, field‑tested tactics for neutralizing prompt‑injection, blocking data leaks, and shipping secure Gen‑AI workloads on the Databricks…

Jul 29 • 

Debu Sinha

3

Understanding Embedding Model Pricing on Databricks– An End‑to‑End Guide

How much will it cost to embed your documents? As machine‑learning and generative‑AI teams build retrieval‑augmented generation systems or semantic…

Jul 22 • 

Debu Sinha

2

It’s beaver time! Don’t get logged down with mlflow logging.

A simple workaround for when you are training thousands of models and log_model() becomes your worst enemy.

Jul 22 • 

Veena

2

Write Anywhere, Read Everywhere: Achieving True Data Interoperability Between Databricks and Snowflake

This blog will show you how to eliminate data silos between Databricks and Snowflake using Federation, enabling you to write from anywhere and read from…

Jul 15 • 

Nikhil Mishra

A Deep Dive into Spark Stream Static Joins: Live Demo, Caveats and Tips

We explore Spark Stream static joins with a live demo and discuss common mistakes when taking jobs to production

Jul 9 • 

Canadian Data Guy

4

12:58

June 2025

💬 Chat with Your Data in Slack Using Databricks Genie – Part I

In today’s fast-paced work environments, Slack has become the go-to for team communication.

Jun 23 • 

Ambarish

1

May 2025

The Hidden Price of Streaming: Cutting S3 API Calls for Massive Cloud Savings

A practical approach to cutting cloud expenses through smarter S3 API usage

May 20 • 

Geethu

6