What is linear regression?

Linear regression is a type of statistical data analysis that examines which variables help significantly predict the outcome of a situation. You can use linear regression to determine the relationships between one dependent variable and one or more independent variables to sort out which variables will contribute most to the outcome you seek to achieve. Linear regression also helps you forecast the impact that changes to variables will make in different scenarios. It's a tool you can use to help predict outcomes and make adjustments to help achieve the outcome you're looking for.

Why is it important to learn about linear regression?

If you're in a career that relies on data analysis, linear regression is a tool that can help you determine the relationship between variables that affect scenarios that you need to predict or plan for. You can use linear regression to anticipate how the factors that affect a situation now will make a difference in the future. For example, you can use linear regression to predict the cost of a project or the amount of time it will take to complete the project based on different variables. Linear regression can help you make more informed and educated decisions to better navigate the present and plan for the future.

What career opportunities can arise from learning linear regression?

Data analysts use linear regression in different areas of business to determine which variables affect outcomes the most. You can apply linear regression as a data scientist or analyst with a single company or in a consultant role across multiple businesses. You can even set up your own business as a consultant to be in control of your own schedule and career trajectory. Analysts use linear regression in polling and surveys as well as in policy research fields, and various corporations use data analysis to help plan for the future. You can also apply your knowledge of linear regression in higher education and as a professor or research assistant.

How can taking online courses help me learn linear regression?

You can use online courses to learn linear regression in order to deepen your knowledge and skills in your current job or to find a new career. Whether you're already familiar with linear regression or whether you're brand new to the concept, online courses can give you the knowledge you need to apply linear regression in your workplace. Online courses not only teach you the concepts, but they also provide you with real-life applications of what you're learning. One of the biggest benefits of online learning is that you can sharpen your skills in a way that fits your schedule and lifestyle. You can walk away from your online learning confident in what you've discovered about linear regression and prepared to apply it to your career.

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150 résultats pour ''linear regression'

Johns Hopkins University
Advanced Statistics for Data Science
Compétences que vous acquerrez : Algebra, Artificial Neural Networks, Bayesian Statistics, Biostatistics, Calculus, Communication, Dimensionality Reduction, Econometrics, Experiment, General Statistics, Linear Algebra, Machine Learning, Machine Learning Algorithms, Mathematics, Probability & Statistics, Probability Distribution, Regression, Statistical Machine Learning, Statistical Tests
4.4
(660 avis)
Advanced · Specialization · 3-6 Months
Rice University
Business Statistics and Analysis
Compétences que vous acquerrez : Analysis, Basic Descriptive Statistics, Business Analysis, Computer Programming, Correlation And Dependence, Data Analysis, Data Analysis Software, Data Mining, Data Visualization, Econometrics, Experiment, General Statistics, Mathematics, Microsoft Excel, Plot (Graphics), Probability, Probability & Statistics, Probability Distribution, Regression, Regression Analysis, Spreadsheet Software, Statistical Analysis, Statistical Tests, Statistical Visualization
4.7
(11.2k avis)
Beginner · Specialization · 3-6 Months
Coursera Project Network
University Admission Prediction Using Multiple Linear Regression
Compétences que vous acquerrez : Data Management, Business Psychology, Communication, Forecasting, Linearity, Accounting, Training, Marketing, Econometrics, Financial Analysis, Modeling, Probability & Statistics, Analysis, Machine Learning, Advertising, Tensorflow
4.6
(176 avis)
Intermediate · Guided Project · Less Than 2 Hours

Recherches liées à linear regression

linear regression with python

linear regression for business statistics

linear regression in r for public health

linear regression with numpy and python

linear regression and multiple linear regression in julia

linear regression and modeling

simple linear regression for the absolute beginner

multiple linear regression with scikit-learn

En résumé, voici 10 de nos cours linear regression les plus populaires

Linear Regression and Modeling: Duke University
Linear Regression with NumPy and Python: Coursera Project Network
Advanced Statistics for Data Science: Johns Hopkins University
Business Statistics and Analysis: Rice University
Linear Regression for Business Statistics: Rice University
Regression Models: Johns Hopkins University
Linear Regression in R for Public Health: Imperial College London
The Classical Linear Regression Model: Queen Mary University of London
Multiple Linear Regression with scikit-learn: Coursera Project Network
Simple Linear Regression for the Absolute Beginner: Coursera Project Network

Compétences que vous avez acquises en Probability And Statistics

La Programmation En R (19)

Inférence (16)

Analyse Statistique (12)

Inférence Statistique (11)

Analyse De Régression (10)

Biostatistiques (9)

Bayésien (7)

Régression Logistique (7)

Distribution De Probabilité (7)

Statistiques Bayésiennes (6)

Statistiques Médicales (6)

Questions fréquentes sur Linear Regression

Linear regression is a type of statistical data analysis that examines which variables help significantly predict the outcome of a situation. You can use linear regression to determine the relationships between one dependent variable and one or more independent variables to sort out which variables will contribute most to the outcome you seek to achieve. Linear regression also helps you forecast the impact that changes to variables will make in different scenarios. It's a tool you can use to help predict outcomes and make adjustments to help achieve the outcome you're looking for.‎
If you're in a career that relies on data analysis, linear regression is a tool that can help you determine the relationship between variables that affect scenarios that you need to predict or plan for. You can use linear regression to anticipate how the factors that affect a situation now will make a difference in the future. For example, you can use linear regression to predict the cost of a project or the amount of time it will take to complete the project based on different variables. Linear regression can help you make more informed and educated decisions to better navigate the present and plan for the future.‎
Data analysts use linear regression in different areas of business to determine which variables affect outcomes the most. You can apply linear regression as a data scientist or analyst with a single company or in a consultant role across multiple businesses. You can even set up your own business as a consultant to be in control of your own schedule and career trajectory. Analysts use linear regression in polling and surveys as well as in policy research fields, and various corporations use data analysis to help plan for the future. You can also apply your knowledge of linear regression in higher education and as a professor or research assistant.‎
You can use online courses to learn linear regression in order to deepen your knowledge and skills in your current job or to find a new career. Whether you're already familiar with linear regression or whether you're brand new to the concept, online courses can give you the knowledge you need to apply linear regression in your workplace. Online courses not only teach you the concepts, but they also provide you with real-life applications of what you're learning. One of the biggest benefits of online learning is that you can sharpen your skills in a way that fits your schedule and lifestyle. You can walk away from your online learning confident in what you've discovered about linear regression and prepared to apply it to your career.‎

Le contenu de cette FAQ a été mis à disposition à des fins d'information uniquement. Il est conseillé aux étudiants d'effectuer des recherches supplémentaires afin de s'assurer que les cours et autres qualifications suivis correspondent à leurs objectifs personnels, professionnels et financiers.