Artificial Intelligence #1: Linear & MultiLinear Regression

Rating 3.95 out of 5 (29 ratings in Udemy)

What you'll learn

Program Linear Regression from scratch in python.
Program Multilinear Regression from scratch in python.
Predict output of model easily and precisely.
Use Regression model to solve real world problems.
Create Regression Model to find global temperature in the next years.
Build good and accurate Regression Model to estimate advertising campaign sales.

Description

In statistics, Linear Regression is a linear approach for …

Rating 3.95 out of 5 (29 ratings in Udemy)

What you'll learn

Program Linear Regression from scratch in python.
Program Multilinear Regression from scratch in python.
Predict output of model easily and precisely.
Use Regression model to solve real world problems.
Create Regression Model to find global temperature in the next years.
Build good and accurate Regression Model to estimate advertising campaign sales.

Description

In statistics, Linear Regression is a linear approach for modeling the relationship between a scalar dependent variable Y and one or more explanatory variables (or independent variables) denoted X. The case of one explanatory variable is called simple linear regression. For more than one explanatory variable, the process is called multiple linear regression.

In Linear Regression, the relationships are modeled using linear predictor functions whose unknown model parameters are estimated from the data. Such models are called linear models.

In this Course you learn Linear Regression & Multilinear Regression
You learn how to estimate and predict simple and single variable regression to find the possible future outputNext you go further
You will learn how to estimate output of Multivariable model by using Multilinear Regression

In the first section you learn how to use python to estimate output of your system. In this section you can estimate output of:

Random Number

Diabetes

Boston House Price

Built in Dataset

In the Second section you learn how to use python to estimate output of your system with multivariable inputs.In this section you can estimate output of:

Global Temprature

Total Sales of Advertising Campaign

Built in Dataset

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Best Regrads,

Sobhan

Duration 2 Hours 58 Minutes

Paid

Self paced

All Levels

English (US)

3164

Rating 3.95 out of 5 (29 ratings in Udemy)

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