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2 matches found for 'Amazon EMR'

A primer on MapReduce

... MapReduce MapReduce is basically a distributed processing model for very large files. Hadoop and Amazon EMR are basically implementations of MapReduce. MapReduce allows the client to define the mapping functions and reducer functions.

July 11, 2020

AWS and MLOps

Machine Learning Development Lifecycle The lifecycle of the machine learning development process often follows these steps: 1. Data Collection In this step, we fetch data from various sources. Common examples include a data lake, a data catalog, or streaming data (like Kafka, Kinesis).

May 18, 2024