Is it really required to have a good level of coding for AI or machine learning courses, especially for roles like project manager?

No, advanced coding skills are not strictly required for AI or machine learning project manager roles. However, you do need a solid understanding of AI concepts and development processes.

- Technical foundation: Familiarity with machine learning basics and common tools (like TensorFlow or PyTorch) helps you communicate effectively with technical teams.
- Project management skills: Strong abilities in Agile or Scrum methodologies, leadership, and communication are essential to lead AI projects successfully.
- Stakeholder communication: You should be able to explain complex technical topics in simple terms for non-technical team members.

In short, you don't need to be a coding expert, but a foundational grasp of AI technologies and strong project management skills are essential for this career path.