I need much information about London.
('information' is never plural)

We have a lot of equipment.
('equipment' is never plural)

I get a lot of advice from my teachers.
('advice' is never plural)

Today I installed a lot of software on my computer.
('software' is never plural)

I have much work to do today.
('work' is never plural)

I put much music on my pendrive.
('music' is never plural)