Some of the challenges faced when implementing Hadoop projects include managing large and complex datasets, ensuring data quality and security, optimizing performance, and integrating Hadoop with existing systems and tools. Additionally, there may be a need for specialized skills and resources to effectively design, develop, and maintain Hadoop clusters and applications.