As of now, Spark has left Hadoop far behind. It runs 100 times faster on memory and 10 times faster on a hard drive than Hadoop. This Apache Spark Tutorial will help you understand the usage and benefits of Apache Spark in a better way. However, to know the exact differences between the two, read this Hadoop vs. Spark blog.
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Here is a video tutorial which you can watch to learn more about spark:-
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