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Encourage @ operator over np.dot/ndarray.dot

Introduce in early numpy lesson.

Put rotations at the end of ndimage page.

Start with 2D transformations in ndimage page.

Fixed and Moving terminology.

Use Fixed to Moving consistently in optimizing space page. Specifically, use translation from Fixed to Moving consistently (reversing current code).