10 Machine Learning Algorithms You Should Know to Become a Data Scientist
Mar.
SVMs can be used to train a classifier (even regressors). Use RNNs for any sequence modeling task especially text classification, machine translation, and language modeling. Library: https://sklearn-crfsuite.readthedocs.io/en/latest/ Introductory Tutorials http://blog.echen.me/2012/01/03/introduction-to-conditional-random-fields/ https://www.youtube.com/watch?v=GF3iSJkgPbA Decision Trees Let’s say I am given an Excel sheet with data about various fruits and I have to tell which look like Apples. Decision Trees can be used to classify data points (and even regression). This type of Machine Learning is called Reinforcement Learning.