Role of Artificial Intelligence and Machine Learning in Software Development

Role of Artificial Intelligence and Machine Learning in Software Development

AI and ML have penetrated every sector. So, if you want to get to college, maybe an AI robot will determine if you can get in. You see a driverless car plying on the road, you know that AI has played a role in it. How can the software development be left behind?

Take, for instance, visual recognition of a person. If the person disguises himself and a snap is taken, can an ordinary computer recognize him as the same? A typical conventional software development team cannot possibly come up with an algorithm that will feed all the rules helping in recognizing a human in any disguise.

Enter AI and ML. Here, the rules and actions are not fed to the computer. But the curated domain-specific data is fed into algorithms to deduce features and patterns that are important. The point to be noted is that the output of ML and AI models can even surprise human intelligence.

What does a typical software development cycle contain?

The traditional software development cycle starts with the requirement definition or the technical specification.


Technical specification
Design
Development wherein coders using a programming language to develop the codes.
Testing and Quality analysis where the built prototypes are tested to see if they ...


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