Personalization provides a more scalable and accurate way to achieve unique experiences for individual users. The list below is showing possible concepts and opportunities when building deep learning algorithm for personalization.

Sequence-aware recommenders : Use of RNN (Recurrent neural network) to process a sequence of inputs by users for tailored experience.

Classifiers: Multi-class prediction models can help to improve user experience by showing the right content to the right user.

Context is king: You need to know which context has higher value and can provide a better experience.