A good Ai and machine learning courses at least the ones I’ve come across isn’t really about just “understanding” concepts on paper. It’s more about getting your hands dirty and actually working with them. The stronger programs tend to blend the basics with projects that feel a lot like what you’d run into on the job, not just textbook exercises.
And honestly, AI moves so fast that if the course content sits unchanged for too long, it kind of loses value. Small things make a difference too having someone to guide you, exposure to real tools, even a bit of help with resumes or interviews. It all adds up over time.
At the end of the day, clearing an exam is one thing. Being able to take what you’ve learned and use it with some confidence in a real situation that’s what really counts.