Create advanced neural network

I want to know what would be good more advanced model types I can use. My use case is for example house price prediction or football match score prediction. Right now I’m using nn.Linear() for these use cases, but I would like to use something more advanced (yes im already using non-linear activation functions such as relu) but the only thing I can find is Conv1d (convolutional nn), which is better fit for images.
Does anyone know an example model architecture (for my use case) featuring something else than nn.Linear()? Because the only other one I can find are models like AlexNet which use a convolutional neural network, but I doubt that is most efficient and useful for my use case.
Anything would help!