Changing your password is pretty straightforward.
First, go to your Profile. Once there press the Change Password button. You'll see a page like the one shown below.
Next, fill in your current password, followed by your new one and press Update Password.
If you have forgotten your current password, you'll need to log out of your account and use the Forgot your password? link on the login page.