Palladium attributes a great contribution in the application of catalysis, and numerous investigators attempted to upgrade their catalytic activity with different approaches. In the past decade, preparation and the utilization of palladium nanoparticles to promote and improve the catalytic efficiency becomes as one of the popular methodologies. Herein, we discuss the recent developments in the syntheses of Pd nanoparticles and their application in catalysis, and the future prospects.