About AI

Question

Can I use the knowledge of machine learning to design a website?

Answer 1

It depends what you mean by 'design a website'.

There are many generative AI models that can generate images. You can use those for backgrounds or pictures within the website.
There may also be many templates online that can be used. Or, text to fill the design.

You can have a set number of possible / randomized templates. Then when a template is chosen machine learning could be used to fill in the images and text of the website. So it's basically 'filling in the gaps'.

For code generation if you want to build a completely unique website from scratch with AI it'll be more difficult. You might be able to build a machine learning model with a dataset that takes the HTML and CSS of different websites with a diffusion model to generate new code. However, It'll almost certainly be broken. You'll need post processing to make sure what is produced is actually functional. Or, perhaps look into CodeBERT which you can use for generating the JavaScript.