Using deep learning for price optimisation for hotels


While learning about I would like to use my new skills and develop a solution for pricing optimisation in the hotels sector.
Do you think price optimisation is doable with “just” deep learning?

Any tips or reading is well appreciated.

Thank you!


Machine/deep learning can certainly be used to answer important and impactful questions in the hotel industry such as whether customers are willing to pay $x for a room, what makes a reservation prone to cancellation, and much more.

I was able to find these two generic datasets, but there are many more datasets for specific purposes like revenue prediction.

Good luck!