What are the challenges in building an AI app?

Building an AI app comes with numerous challenges. The first challenge is acquiring enough data to train the AI model. The AI model requires a significant amount of data to learn, and it can be hard to acquire clean and sufficient data. Another challenge is selecting the appropriate algorithms for the task and fine-tuning the model to achieve the desired precision. Moreover, the AI model needs to be continuously challenged and tested to ensure that it is still performing optimally as environments change, which requires constant updates and improvements. Finally, integrating an AI model into an app can be challenging due to the complexity of the models and the scalability of the infrastructure. Nonetheless, these challenges can be overcome by working with experts to design and deploy AI models.

This mind map was published on 21 May 2023 and has been viewed 66 times.