Affected areas include Melbourne, and the cities of Geelong, Ballarat, Bendingo, Mildura, Swan Hill, Shepparton and Wodonga.
The rain is forecast to begin in the north-west of Victoria on Thursday morning and to extend south-east throughout the course of the day.
The State Emergency Service has warned that the rain may cause landslides and flooding.
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