Tag

databricks

0 views collected around this technical thread.

DataFunSummit
DataFunSummit
Jun 5, 2024 · Big Data

Databricks Acquires Tabular to Unite Delta Lake and Apache Iceberg for an Open Lakehouse

Databricks announced the acquisition of Tabular, the company founded by the original creators of Apache Iceberg, aiming to integrate Delta Lake and Iceberg into a unified, open lakehouse architecture that enhances format compatibility, reduces data silos, and supports AI workloads.

Apache IcebergDelta LakeLakehouse
0 likes · 5 min read
Databricks Acquires Tabular to Unite Delta Lake and Apache Iceberg for an Open Lakehouse
Architects Research Society
Architects Research Society
May 28, 2023 · Big Data

Databricks vs Snowflake: Comparing Data Lake and Data Warehouse Cloud Solutions

This article compares the cloud‑based analytics platforms Databricks and Snowflake, examining how Databricks serves as a data‑lake processing tool with emerging warehouse features while Snowflake operates as a scalable data‑warehouse that incorporates lake‑style capabilities, and discusses their complementary use cases.

Cloud Analyticsbig datadata lake
0 likes · 7 min read
Databricks vs Snowflake: Comparing Data Lake and Data Warehouse Cloud Solutions
DataFunSummit
DataFunSummit
Dec 29, 2022 · Big Data

Understanding Lakehouse Systems: Architecture, Practices, and Innovations by Databricks

This article explains the Lakehouse concept, why it is needed, the limitations of traditional data warehouses and data lakes, and how Databricks’ unified architecture—through open storage formats, fine‑grained governance, and optimized query engines—delivers high‑quality, low‑latency data for BI, analytics, and machine learning workloads.

Data EngineeringDelta LakeLakehouse
0 likes · 21 min read
Understanding Lakehouse Systems: Architecture, Practices, and Innovations by Databricks
Bitu Technology
Bitu Technology
Mar 26, 2021 · Artificial Intelligence

Applying Machine Learning to Advertising‑Based Video‑On‑Demand (AVOD) at Tubi

This article explains how Tubi leverages machine learning—particularly PyTorch, Databricks, and cloud services—to improve content understanding, advertising technology, and recommendation systems within its advertising‑based video‑on‑demand platform, outlining the three AVOD pillars, technical stack, and future research directions.

AVODAdvertising TechnologyPyTorch
0 likes · 13 min read
Applying Machine Learning to Advertising‑Based Video‑On‑Demand (AVOD) at Tubi