Big data is a software installed in high end m/c.. We can use Open Source version of Hadoop. There are 3 vendors in market who provide support for Hadoop and charge. But we can use Open Source We can subscribe to Public cloud having Big Data Appliance. We need a user and password to access the stream of tweets. Centimental analysis is done based on words.There is a dictionary available in hive Oozie is to schedule Schedule is written in xml templates. Standard templates are available. There are tools with drag and drop options. Subjective Lexicom dictionary – It has acuuracy of 50%. Each word is assigned -1, 0, 1. Each sentence is analyzed by summing up centiments of all words. Twitter, FB has their own APIs .You can leverage them for source They used VM - Big Data Lite. It has all bundled software and you can leverage all of them. You can download bigdata lite and start working on your own. Map R version of certification