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Understanding and Applying Linear Regression

Vitthal Srinivasan

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Linear Regression Predictive Analytics Statistical Modeling Excel R Python

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Useful for learners to broaden their understanding of industry practices

Core concepts are reinforced through the use of Excel, R, and Python

Provides a comprehensive foundation in regression analysis

Students new to regression can use this course to build a strong foundation

Supplement this course's hands-on learning with additional practice to fully grasp concepts

Students may encounter outdated software versions, so be aware

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Career center

Learners who complete Understanding and Applying Linear Regression will develop knowledge and skills that may be useful to these careers:

Data Analyst

Data Analysts use statistical techniques, including linear regression, to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Data Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Data Analysts who need to be able to analyze data and draw meaningful conclusions.

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Market Researcher

Market Researchers use linear regression to analyze market data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Market Researchers. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Market Researchers who need to be able to analyze market data and draw meaningful conclusions.

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Financial Analyst

Financial Analysts use linear regression to analyze financial data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Financial Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Financial Analysts who need to be able to analyze financial data and draw meaningful conclusions.

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Operations Research Analyst

Operations Research Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Operations Research Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Operations Research Analysts who need to be able to analyze data and draw meaningful conclusions.

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Actuary

Actuaries use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Actuaries. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Actuaries who need to be able to analyze data and draw meaningful conclusions.

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Statistician

Statisticians use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Statisticians. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Statisticians who need to be able to analyze data and draw meaningful conclusions.

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Economist

Economists use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Economists. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Economists who need to be able to analyze data and draw meaningful conclusions.

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Business Analyst

Business Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Business Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Business Analysts who need to be able to analyze data and draw meaningful conclusions.

See salaries and explore the career path for Business Analyst

Data Scientist

Data Scientists use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Data Scientists. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Data Scientists who need to be able to analyze data and draw meaningful conclusions.

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Software Engineer

Software Engineers use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Software Engineers. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Software Engineers who need to be able to analyze data and draw meaningful conclusions.

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Quantitative Analyst

Quantitative Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Quantitative Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Quantitative Analysts who need to be able to analyze data and draw meaningful conclusions.

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Risk Analyst

Risk Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Risk Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Risk Analysts who need to be able to analyze data and draw meaningful conclusions.

See salaries and explore the career path for Risk Analyst

Marketing Analyst

Marketing Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Marketing Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Marketing Analysts who need to be able to analyze data and draw meaningful conclusions.

See salaries and explore the career path for Marketing Analyst

Financial Planner

Financial Planners use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Financial Planners. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Financial Planners who need to be able to analyze data and draw meaningful conclusions.

See salaries and explore the career path for Financial Planner

Insurance Analyst

Insurance Analysts use linear regression to analyze data and identify trends. The course, Understanding and Applying Linear Regression, provides a strong foundation in linear regression, which is a key skill for Insurance Analysts. The course covers topics such as identifying patterns in data, testing relationships for statistical soundness, and using categorical variables. This knowledge will be invaluable for Insurance Analysts who need to be able to analyze data and draw meaningful conclusions.

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Reading list

We've selected 13 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Understanding and Applying Linear Regression.