What are the steps involved in building an AI powered web application?

Building an AI-powered web application involves several steps to ensure a successful development process. First, it is essential to define the problem statement and understand the specific task that the application aims to solve using AI. Secondly, a dataset needs to be collected and labeled, which will serve as the basis for training the AI models. This is followed by selecting and designing an appropriate machine learning algorithm that best addresses the problem at hand. The next step involves training and fine-tuning the chosen model with the labeled dataset. Once the model is trained, it needs to be integrated into the web application by connecting it to the front-end and back-end systems. Testing and debugging come next, where the application should undergo rigorous testing to ensure its efficiency, accuracy, and performance. Lastly, the application should be continuously improved and updated by collecting user feedback, monitoring its performance, and implementing enhancements to make it more robust and user-friendly.

This mind map was published on 16 October 2023 and has been viewed 54 times.