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Can I learn Hadoop without much knowledge about data analysis, as I am from an ECE background?

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Big Data Architect

You will have the idea of data analysis after coming into Bigdata/Hadoop. I take care of nurturning the individual even if they dont have the prerequiste knowledge but have intrests to learn. Please reach out to me for more questions.
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yes , its possible with in a month
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Trainer

You learn Hadoop . You should know basic of Linux,SQL,Fundamental of class and object . Any one can learn hadoop and build career in this domain .
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