Ap Lei Chau is connected to Ap Lei Pai via a Tombolo. This is not a simple hike and gets very scrabbly and steep. However it’s very accessible by a simple trip to MTR Lei Tung station Exit B.
The tram life. If you’re not in a hurry, the Hong Kong trams operated by HK Tramways offers a leisurely transport along the north side of HK Island.