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Is it mandatory to have in-depth/medium-level knowledge in coding before learning azure data engineer? bigdata (apache tools) or cloud data engineer, which one has more scope in future? Do data engineers have to write complex queries like full-time developers?

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Why dont you switch to some integration tools like mulesoft If you really worried about coding
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I am from computer science background. I do HTML5 and CSS but i want to learn Big data or DevOps. I am very much confused about which one to choose and which have a great future. Can anyone suggest?
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How much beneficial it would be for me to get a job as certified business analyst if I pursue a course in BIG DATA AND R as I am a commerce graduate and having experience in banking.
It certainly give you benefit. But path is long & not so easy. It dons't mean too long or tough. Take around 6 months of exhaustive learning. You also need to learn some related applications/system for execution.
Indranil

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