Join the Databricks Learning Festival (Virtual)! Mark your calendars from 10 October - 31 October 2024! Upskill today across data engineering, data analysis, machine learning, and generative AI. Join the thousands who have elevated their career w...
What better way to enjoy the fall and prepare for the holidays than getting free Databricks training? Join us for a Databricks Hybrid Learning Day in New York City (in person) and get an opportunity to work on self-paced Databricks training (on Datab...
Migrating your data warehouse workloads is one of the most challenging yet essential tasks for any organization. Whether the motivation is the growth of your business and scalability requirements or reducing the high license and hardware cost of your...
Over the past few months, we’ve been gathering your feedback and focusing on both the quality of Databricks Assistant’s responses and the overall user experience. Today, we're excited to showcase a more advanced Databricks Assistant, packed with powe...
Over the years, organizations have amassed a vast amount of unstructured text data—documents, reports, and emails—but extracting meaningful insights has remained a challenge. Large Language Models (LLMs) now offer a scalable way to analyze this data,...
For many use cases, the de facto method for loading tabular data into a Databricks Lakehouse from a relational database (RDBMS) uses an ETL tool to connect using JDBC or CDC. The data is read, frequen...
Data cleaning is an essential data preprocessing step in preparing data for machine learning. The quality of data directly impacts model performance, and these processes ensure that the data is accura...
When running an AutoML experiment on Databricks, the default setup treats each data sample as equally important. However, this approach can be problematic when dealing with highly imbalanced datasets....
by Peter Stern & Sanja Sandic A couple of years ago, we, two Solutions Architects at Databricks, were working with a customer to maximize the performance when reading from Azure Event Hubs into Datab...