I spend a lot of time listening to financial advisors and the teams that support them. There is a consistent theme regardless of firm size or business model: Work feels heavier in spite of ...

A complete data analysis workflow built on Apache Spark SQL. It walks through every stage of structured data analysis: loading data from external sources, transforming DataFrames, running SQL queries ...

A complete Apache Flink streaming pipeline that reads data from Kafka topics, applies transformations, manages state for complex event processing, and writes results to external systems like databases ...

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...