# Regression Models

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## Regression Modeling in Practice (Coursera)

Dec 10th 2021
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This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship. You will examine multiple predictors [...]

## Build Regression, Classification, and Clustering Models (Coursera)

Dec 6th 2021
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In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]

## Quantifying Relationships with Regression Models (Coursera)

Dec 6th 2021
Course Auditing
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This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. [...]

## Response Surfaces, Mixtures, and Model Building (Coursera)

Dec 6th 2021
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Factorial experiments are often used in factor screening.; that is, identify the subset of factors in a process or system that are of primary important to the response. Once the set of important factors are identified interest then usually turns to optimization; that is, what levels of the important [...]

## Fundamentals of Quantitative Modeling (Coursera)

Dec 6th 2021
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How can you put data to work for you? Specifically, how can numbers in a spreadsheet tell us about present and past business activities, and how can we use them to forecast the future? The answer is in building quantitative models, and this course is designed to help you [...]

## Regression Models (Coursera)

Dec 6th 2021
Course Auditing
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Effort
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Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using [...]