For example I see the experiments always done by Hadoop, are there any other tools? Would you please send me any useful handbook to instal and use Hadoop?
hadoop provides a very good documentation so i think there is no need of any handbook to install and configure hadoop. you may visit hadoop website and in documentation section you will find version wise documentation of hadoop. select your appropriate version and enjoy.
you may also use spark instead of hadoop but as it is recently introduced, you may not find nice documentation about it.
as per my knowledge, horton sandbox provides you a virtual environment to learn some basics of hadoop. if you don't want to go for Linux, this would be a good option to learn hadoop on windows. but as i said its virtual environment so i personally don't recommend it for research purpose. You might get some better review from the users who have actually used it, as i never used it, i am not the right person to provide reviews.