Suburb of Port Elizabeth about 6 km North of City Hall. Established in 1956. It takes its name from Algoa Bay, the Bay which it's situated on the Coast.
References
New Dictionary of South African Names by Peter E Raper
Further Reading
https://www.safarinow.com/destinations/algoa-park/hub.aspx