If I could predict that in advance… 🙂 But yes, it can rain, even in Africa. In Namibia or the Kalahari that chance will be somewhat less than in Kenya and it usually does not rain all day. But it is wise to be prepared for this: a cover for your camera and a waterproof jacket for yourself are a good idea.