With the high-speed TGV (train ?  grande vitesse) from Paris, you can make it to Dijon for a visit to the Burgundy vineyards in an hour and a half, Lyon in two hours, or to Avignon for a Provencal adventure in under three.
The train from Paris to Dijon travels at a high speed.