How to choose right ML algorithm
There are lot in literature about ML and ML algorithms. Specially, after neural network and deep learning in the show, variation of algorithms are playing lot. Recent works on generative AI and RAG just making us mad about ML related knowledge. If I ask about feasibility to explore all, it is impossible in current situation. Even the word sufficient may will not help us because we may will confuse to define the sufficiency. Hence, it is right to learn basics and focus on problem solving. We may not need to select neural network or high level algorithms if simple algorithms helps us in our case. Algorithms need to choose depending on available data and business requirement. Budget also plays a vital role. There are some cheat sheets which guide on how to select ML algorithm. I am sharing few of these.
Use algorithm cheat sheet considering the data science requirement.
Although the microsoft version is dated in 2021, it is newer than both infographic and Scikit-Learn.