For beautiful nature, you can visit East African countries such as Kenya, Tanzania and Mozambique.
For culture, you can go to Ghana, Senegal, Egypt, Morocco, Gabon, Botswana or Zambia.
All African countries have a lot of culture and beauty. It's just that some like Sudan, the Congo, Liberia, Angola, etc. are unstable because of war.