FIX: update deprecated functions in examples and fix typo (#654) #1073

Job	Run time
Test import order (isort)	46s
Linting (Ruff)	54s
Test readme renders on PyPi	14s
Tests on 3.9 (Minimum Versions)	13m 45s
Tests on 3.9	12m 23s
Tests on 3.10	13m 5s
Tests on 3.11	13m 15s
Tests on 3.12	16m 47s
Test Docs / Build Documentation	6m 3s
Test Docs / Deploy Documentation	0s
	1h 17m 12s

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