How to prepare for painting my house inside and outside?

I am in the process of painting the outside of my house. There are a lot of cracks (some of them very deep and long) which need to be filled. What should I use for the deep cracks. I think Polyfiller should work for the smaller ones. Also, do I have to strip all the old paint off the walls or just scrape where it is coming off?

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