What tools are commonly used for big data analysis?
There are several tools used for big data analysis, including Apache Hadoop, Apache Spark, and Tableau. Each has its strengths.
Can you explain how Apache Hadoop works?
Apache Hadoop is an open-source framework that allows for distributed storage and processing of large data sets across clusters of computers.
What about data visualization tools?
For data visualization, tools like Tableau, Power BI, and D3.js are popular. They help in creating interactive and insightful visual representations of data.
Are there any cloud-based tools for big data analysis?
Yes, cloud-based tools like Google BigQuery, Amazon Redshift, and Microsoft Azure Synapse Analytics are widely used for big data analysis.
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