Top ML algorithms or the best ones

There are no top ML algorithms or the best ones. The choice of ML algorithm for a particular task will depend on the specific requirements of the problem.

Some algorithms are better at predicting future outcomes, while others are better at recommending actions. In some cases, it may be important to choose an algorithm that is more interpretable, even if it does not perform as well as other algorithms.

What are the algorithms that you used the most at work and what kind of the task you are used for?