RBI (The Reserve The Bank of India) has issued Rs 2000 note on the second week of November 2016 following the discontinuation of Rs 500 and Rs 1000 note with the purpose of wiping off fake currency and black money from India.
This Rs 2000 note infographic below explains the features in more detail for the people of India.

Infographic Resource – https://www.rbi.org.in/home.aspx