Deep Learning has changed how computers handle complex information such as images, speech, text, and large data sets. Instead of giving a computer a detailed rule for every possible situation, you can train a system to discover useful patterns from examples.<\/p>\n
This approach is useful when traditional software rules become too difficult to write. A program designed to calculate tax can follow fixed instructions. A system designed to recognize thousands of objects in photographs faces a different problem. The number of possible shapes, lighting conditions, angles, backgrounds, and visual details is too large for simple rules.<\/p>\n
That is where learning from data becomes valuable.<\/p>\n