站在AI职业发展的十字路口，没有唯一正确的答案，只有最契合你的选择。算法、开发、数据分析，三条路径分别通往技术深度、工程稳健和商业价值的三座高峰。回顾自身：你是醉心于技术本身的神秘与优美，还是享受构建稳定系统带来的成就感，亦或是热衷于解开商业谜题、创造切实影响？你的答案指向了你的热情所在。

AI certifications validate your skills and make you more job-ready in a growing field. Choosing the right certification depends on your current experience and career aspirations. Look for programs ...

To fill the talent gap, CS majors could be taught to design hardware, and the EE curriculum could be adapted or even shortened.