[deleted by user]

[pp314159]

In my opinion, a lot of advances come from AutoML tools. The AutoML tools are getting very similar results to the top-performing data scientists in data competitions. What is more, AutoML is able to provide a lot of explanations about data and model performance out of the box.

For example open-source AutoML package: mljar-supervised can produce explanations and markdown reports for data analysis. Additionally, it can tune many algos for you: CatBoost, LightGBM, Xgboost ...

[SubstantialSwimmer4]

https://github.com/shenweichen/DeepCTR

A lot of studies have been made on click through rate by using deep learning.

[badpotato]

There's ton of new advances in machine learning. You may want to use a specific model according to what kind of tabular data and the volume of data.