A forest is home to a large population of birds, including $400$ birds that have been marked for study. A biologist catches a sample of $150$ birds from the forest, and finds that $20$ of them are marked birds. Assuming the ratio of marked birds to the total bird population is the same in the sample and the forest, estimate the total number of birds in the forest.