Apache Spark has become the de facto standard for processing data at scale, whether for querying large datasets, training machine learning models to predict future trends, or processing streaming data ...
As Apache Spark becomes more widely adopted, the focus has been on creating higher-level APIs that provide increased opportunities for automatic optimization. In the talk below, Michael Armbrust, ...
A Spark application contains several components, all of which exist whether you’re running Spark on a single machine or across a cluster of hundreds or thousands of nodes. Each component has a ...
SAN FRANCISCO, Calif., Feb. 17 — Databricks, the company founded by the creators of the popular open-source Big Data processing engine Apache Spark with its flagship product, Databricks Cloud, today ...
For this use case, we used the large (20M) MovieLens dataset. This dataset contains a number of different files all related to movies and movie ratings. Here we will use files ratings.csv and ...
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Databricks and Hugging Face have collaborated to introduce a new feature ...
A new API for the R programming language -- a favorite of data scientists doing Big Data analytics -- heads the list of updates in the new open source Apache Spark 1.4, commercial steward Databricks ...
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