According to the Substance Abuse and Mental Health Services

According to the Substance Abuse and Mental Health Services Administration, the occupation that has the highest percentage of cigarette smokers involves food preparation and serving. Of these workers, 45% smoke cigarettes. Using the binomial probability tables, answer the following questions based on a random sample of 20 food preparation and serving employees:

What is the probability that 12 workers from this sample smoke?