Challenges of implementing MLOps include: Cultural shift: Breaking down silos between data scientists, engineers, and tech operations teams. Technical challenges: Requires data engineering, machine learning, and cloud computing expertise. Tooling challenges: Choosing the right tools for your specific needs.