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For newbies, machine learning algorithms may seem too boring and complicated. But relax, today I will try to simplify this task and explain core principles of 10 most common algorithms in simple words. Each algorithm includes a brief description, guides, and useful links to help you learn more about machine learning. For example, K-means Clustering would be beneficial to traders who feel that you will be late to the office if you face a late-night to face a former event that is related to the former event, such as the face of the office.