What are some common challenges in implementing machine learning solutions?

Challenges in implementing machine learning solutions include acquiring high-quality labeled data, selecting appropriate algorithms, interpreting complex models, dealing with bias and fairness issues, ensuring data privacy and security, and integrating ML solutions into existing systems.