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BS EE -> MS CE -> PhD CS?

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I have a bachelors in electrical engineering and am currently working. I plan to go back to school soon for a master's in computer engineering so that I can focus more on microprocessors and embedded systems. If I like what I am studying enough and if I gear it towards computer science, i.e. the firmware/software interface of hardware, can I get accepted into a Computer Science program for Ph.D? I feel at my current point, I am unequipped with the background or skills necessary for computer science but know I have aptitude for it based on some side coding projects. I want to do much more than just learn software coding, like machine learning and artificial intelligence.

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