What is Big data tools architecture?

There are many options for working with big data, and many different tools to perform each task. The big data architecture is a system of tools, processes, data, and people that work together to solve big data problems and deliver results. A common way to think of this is as a set of pipelines. This module covers the basics of the big data tools architecture. The basic pipeline is the data life-cycle. The first stage in this pipeline involves the actual data. This could be structured or unstructured data. Unstructured data may be text, numeric, or image data. Structured data may be tabular or hierarchical. For example, a database may be a data store of record information, a graph could be a data store of nodes and edges, or a document may be a data store of word count.

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