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50 PySpark Interview Questions and Answers For 2025

ProjectPro

Hadoop Datasets: These are created from external data sources like the Hadoop Distributed File System (HDFS) , HBase, or any storage system supported by Hadoop. RDDs provide fault tolerance by tracking the lineage of transformations to recompute lost data automatically. a list or array) in your program.

Hadoop 68
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How to Become a Big Data Engineer in 2025

ProjectPro

Becoming a Big Data Engineer - The Next Steps Big Data Engineer - The Market Demand An organization’s data science capabilities require data warehousing and mining, modeling, data infrastructure, and metadata management. Most of these are performed by Data Engineers.

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100+ Big Data Interview Questions and Answers 2025

ProjectPro

Data Processing: This is the final step in deploying a big data model. Typically, data processing is done using frameworks such as Hadoop, Spark, MapReduce, Flink , and Pig, to mention a few. How is Hadoop related to Big Data? Explain the difference between Hadoop and RDBMS.

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Top 100 Hadoop Interview Questions and Answers 2025

ProjectPro

With the help of ProjectPro’s Hadoop Instructors, we have put together a detailed list of big data Hadoop interview questions based on the different components of the Hadoop Ecosystem such as MapReduce, Hive, HBase, Pig, YARN, Flume, Sqoop , HDFS, etc. Processes structured data.

Hadoop 40
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100+ Kafka Interview Questions and Answers for 2025

ProjectPro

Flume is mainly used for collecting and aggregating large amounts of log data from multiple sources to a centralized data location. Specifically designed for Hadoop. Tool to collect log data from distributed web servers. Quotas are byte-rate thresholds that are defined per client-id. Easy to scale.

Kafka 45
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Data Engineering Annotated Monthly – May 2022

Big Data Tools

On top of that, it’s a part of the Hadoop platform, which created additional work that we otherwise would not have had to do. RocksDB is a storage engine with a key/value interface, where keys and values are arbitrary byte streams written as a C++ library. That wraps up May’s Data Engineering Annotated.

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Data Engineering Annotated Monthly – May 2022

Big Data Tools

On top of that, it’s a part of the Hadoop platform, which created additional work that we otherwise would not have had to do. RocksDB is a storage engine with a key/value interface, where keys and values are arbitrary byte streams written as a C++ library. That wraps up May’s Data Engineering Annotated.