It's a new enough area that there may not be books, but there are plenty of research papers, tutorials and open source implementations of things in the emerging area of Neural Radiance Fields (NeRFs). This would introduce them to ML in the context of computer graphics.
Neural Radiance Fields: ML meets Computer Graphics Education
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