Industry Focused Ai Course Quill

Why an Industry-Focused AI Course Matters More Than a Generic Degree

The gap between classroom theory and real-world AI work For the past few years, I have spoken with hiring managers at tech companies and startups across Singapore. Almost all of them say the same thing: graduates with AI degrees often know the math behind neural networks but cannot build a model that works on messy real data. They can recite the layers of a transformer but have never had to deploy one where latency or cost matters. The problem is not the students. It is the