Discover Apache Spark Machine Learning Course

What is Apache Spark Machine Learning?

Apache Spark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming entire clusters with implicit data parallelism and fault tolerance. 

Apache Spark has its architectural foundation in the resilient distributed dataset (RDD), a read-only multiset of data items distributed over a cluster of machines, that is maintained in a fault-tolerant way. The Dataframe API was released as an abstraction on top of the RDD, followed by the Dataset API. In Spark 1.x, the RDD was the primary application programming interface (API), but as of Spark 2.x use of the Dataset, API is encouraged even though the RDD API is not deprecated. The RDD technology still underlies the Dataset API.

Content

• Overview
• Spark Core
• Spark SQL
• Spark Streaming
• MLlib Machine Learning Library
• GraphX
• Language Support