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Introduction Big Data continues transforming industries, making it a vital asset in 2025. The global Big Data Analytics market, valued at $307.51 First, lets understand the basics of Big Data. Key Takeaways Understand the 5Vs of Big Data: Volume, Velocity, Variety, Veracity, Value. What is a DataNode in Hadoop?
Effective data governance enhances quality and security throughout the data lifecycle. What is Data Engineering? Data Engineering is designing, constructing, and managing systems that enable data collection, storage, and analysis. They are crucial in ensuring data is readily available for analysis and reporting.
Data Engineering Data engineering remains integral to many data science roles, with workflow pipelines being a key focus. Tools like Apache Airflow are widely used for scheduling and monitoring workflows, while Apache Spark dominates big datapipelines due to its speed and scalability.
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