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Machine Learning Algorithms: Handbook

A step by step guide to all Machine Learning algorithms with implementation using Python!

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In technical interviews for data science roles, SQL questions often focus on assessing a candidate's ability to write queries to retrieve and organize specific information from a table or multiple tables. In Machine Learning, Logistic regression is a popular algorithm used to solve classification problems. Unlike linear regression, which predicts a continuous output variable, logistic regression is used to predict the probability of an event occurring. There are various types of data visualization techniques for each specific data characteristic and analytical objectives.