Absolutely and it is really encouraged:

The Australian Physical Activity Guidelines state “that all women who are pregnant without complication should be encouraged to participate in aerobic and strength conditioning exercises as part of a healthy lifestyle. A reasonable goal should be to maintain a good fitness level without trying to reach peak fitness.”