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Some Partial Derivatives, Multi-variable calculus, Differential Equations, wave functions and other - interesting mathematics.
Estimating the sale prices of houses is one of the basic projects to start with the Machine Learning. After implementing this we will be able to predict continuous variables using Linear regression algorithm.