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Making Sense of Real-Time Analytics on Streaming Data, Part 1: The Landscape

Rockset

Introduction Let’s get this out of the way at the beginning: understanding effective streaming data architectures is hard, and understanding how to make use of streaming data for analytics is really hard. An instructive example is clickstream data, which records a user’s interactions on a website. Kafka or Kinesis ?

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100+ Big Data Interview Questions and Answers 2023

ProjectPro

There are three steps involved in the deployment of a big data model: Data Ingestion: This is the first step in deploying a big data model - Data ingestion, i.e., extracting data from multiple data sources. It ensures that the data collected from cloud sources or local databases is complete and accurate.

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“You Complete Me,” said Data Lineage to DataOps Observability.

DataKitchen

Verification is checking that data is accurate, complete, and consistent with its specifications or documentation. This includes checking for errors, inconsistencies, or missing values and can be done through various methods such as data profiling, data validation, and data quality assessments. Did it fail?