April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Linear regression
In linear regression, we assume a linear relationship between the independent variables and the dependent variable. Linear regression is represented as follows:
In the given equation:
- Y is the dependent variable
- W is the weight associated with the independent variable X
- b is the intercept value
If there are multiple independent variables (let's say two independent variables, x1 and x2), the equation is as follows:
In the given equation:
- w1 is the weight associated with variable x1
- w2 is the weight associated with variable ...
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