Day 29 of 30 days of Data Analytics with Projects Series — Regression( Part 2 )
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13 min readDec 14, 2022
Welcome back peep. Hope all’s well. This is Day 29 of 30 days of data analytics where we will be covering Regression ( Part 2).
1.Linear Regression
2. Multi Linear Regression
3. Polynomial Regression
Part 2
4. Support Vector Regression
5. Decision Tree Regression
6. Random Forest Regression
7.Project
Let’s cover the most important concepts in brief —
- Linear Regression: a statistical method used to analyze the relationship between one dependent variable and one or more independent variables by fitting a linear equation to the observed data.
- Multi Linear Regression: a statistical method used to analyze the relationship between one dependent variable and two or more independent variables by fitting a linear equation to the observed data.
- Polynomial Regression: a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modeled as an nth degree polynomial.
- Support Vector Regression: a type of support vector…