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Apache Kafka Vs Apache Spark: Know the Differences

Knowledge Hut

Spark Streaming Kafka Streams 1 Data received from live input data streams is Divided into Micro-batched for processing. processes per data stream(real real-time) 2 A separate processing Cluster is required No separate processing cluster is required. it's better for functions like row parsing, data cleansing, etc.

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Real-World Use Cases of Big Data That Drive Business Success

Knowledge Hut

Go for the best Big Data courses and work on ral-life projects with actual datasets. Big Data Use Cases in Industries You can go through this section and explore big data applications across multiple industries. Real-time Data Processing and Decision-making: It is made possible by cloud-based big data analytics tools.

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Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

That’s quite a help when dealing with diverse data sets such as medical records, in which any inconsistencies or ambiguities may have harmful effects. As you now know the key characteristics, it gets clear that not all data can be referred to as Big Data. What is Big Data analytics? Data ingestion.