# The Impact of Trainer vs Professional-Led Learning on Career Progression

In the realm of professional development, the debate between learning from a trainer versus learning from a professional is ongoing. Both approaches have their merits and limitations, but determining which is more effective depends on various factors.

In my journey of learning Data Science, I found that industry experts are better as mentors and coaches, rather than traditional trainers. While industry experts may possess deep knowledge and expertise in their respective fields, their skill set may not necessarily align with the ability to effectively teach and transfer that knowledge.

To make someone learn the basics of any subject, one must have that patience and understanding that comes with experience in teaching. The subtle details of understanding your students need, tailoring your teaching approach, and providing valuable feedback are skills that are honed through years of teaching experience. Moreover, industry experts often have a practical focus, which may not be conducive to the structured learning and foundational knowledge required by beginners.