The ML Engineer roadmap provides a clear path for learning the skills required for an ML Engineer.It starts with foundational knowledge in mathematics, programming, and databases.The roadmap then progresses to learning machine learning fundamentals, algorithms, and techniques.Finally, it covers advanced topics like deep learning and data visualization tools.