Hi Krish
What I suggest is that you first take a brief tour to HANA this can be done by using SAP trial for HANA this will provide you some background on HANA or HANA Introduction training and then if you can take advanced training it will be more fruitful. I have provided some links for SAP HANA trial and SAP HANA introduction Training below.
Regarding Installation of SAP HANA I does not know exactly what is the procedure so have not given anything for it.
I have found some good articles on SAP HANA which I would like to share with you.
Hope this will satisfy all your needs
Thanks,
Pratik
1) Introduction to SAP HANA
http://www.saphana.com/docs/DOC-1141
2) Some FAQs about HANA
http://www.saphana.com/docs/DOC-1061
3) SAP HANA Use Cases
4) SAP HANA test drive.
http://scn.sap.com/community/developer-center/hana
5) SAP HANA Training
https://training.sap.com/us/en/course/ha100e-sap-hana-introduction-e-learning-098-us-en/
6) Other Important links
http://www.saphana.com/docs/DOC-2272