Computers are classified into three types: digital, analog, and hybrid. Digital computers work with digital data represented as binary numbers, analog computers work with continuous analog data like temperature or pressure, and hybrid computers can process both analog and digital data, combining the speed of analog with the memory and accuracy of digital. Digital data in computers is represented through binary numbers and images are represented digitally through pixels coded as binary values.