prepositions - Involved in or involved with

there are two sentences:

The HR department will also be involved with training and professional development of the company's staff.

A company's HR department may also be involved in making people redundant.

What's the difference between involved in and involved with in these two sentences?

Where should i use former and latter? Thanks!