"Taking the initiative" means acting on your own, instead of only responding to other people.

You can "take the initiative" in situations like:

• searching for jobs
• making friends
• finding new projects to do at work
• asking someone out on a date

"Taking the initiative" is a really positive quality, so it's good when someone says:

You really took the initiative!