Great introduction to the basics of machine learning. This set of cheatsheets by Codecademy expose you to linear and logistic regression analysis, classification with k-nearest neighbors and decision trees, and clustering with k-means.Read more.
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The techniques and tools covered in Learn the Basics of Machine Learning Cheatsheet are most similar to the requirements found in Data Scientist job advertisements.