Crawl errors in google webmaster

I have got nearly 800 crawl errors on URLs.

Some URLs don’t exist anymore on my site. Some do exist but are in the wrong form.

Please tell me how can I fix these errors, as doing it manually seems to be hectic and long process plus I don’t know how to do that too.