Polyvinylidene Fluoride (PVDF) is one type of semicrystalline fluoropolymers that has been widely used in automotive and chemical industries, semiconductor, biomedical and sensor applications; owing to its superior chemical resistance, excellent mechanical properties and unique electronic properties. Polymeric composites containing nanoscale fillers, such as graphene, carbon nanotube (CNTs) or nanoclay often render polymers with interesting mechanical, structural, electrical, optical and many other functional properties. The objective of this work is to improve mechanical and functional properties of PVDF by the advantageous introduction of CNTs. Studies will focus on the preparation methodology of PVDF/CNTs composites with uniform morphology, the interaction between CNTs and polymer matrix and surface treatment of CNTs. The surface properties of CNTs often play an important role in determining the performance of polymer/CNTs composites. Therefore, in the first study, we focused on studying the surface functionalization of CNTs. Controlled thermal annealing in air was employed in order to oxidize CNTs. It was found that longer time/higher temperature can effectively increase the oxygen content in CNTs. Shorter duration/higher temperature annealing results in more CO -C groups than longer duration/lower temperature annealing, while the latter yields more C=O groups. The mechanism of CNT surface functionalization by air annealing was proposed. In the following work, PVDF/CNTs composites with well dispersed and distributed CNTs were fabricated using both solution mixing and melt extrusion strategies. The introduction of low content of CNTs lead to an unusual observation of large enhancement in ductility; while marginal increase were observed for Young's modulus and tensile strength. Systematic characterizations lead to the conclusion that the unexpected phenomenon is correlated with the change of polymorphs because of the existence of CNTs. Mechanism of phase