What is regression analysis?

Regression analysis is a mathematical process in statistics that allows you to discover trends in the data you're examining. Regression analysis allows you to determine the relationship between the outcome of a situation and the variables that affect that outcome. You can use regression analysis to sort out the dependent and independent variables that make a larger difference in the outcome and those that don't affect the outcome as much. It also allows you to make educated judgments on which factors to ignore and which factors matter most when it comes to planning and decision making.

Why learn about regression analysis?

It's important to learn about regression analysis because it will help you understand the relationship between outcomes and the factors that determine those outcomes. Regression analysis is a flexible form of analysis that has applications across different disciplines. You can use regression analysis to build a business plan, develop a nutrition and workout regimen, research sociological and psychological issues, or one of many other decisions that you may need to make. Regression analysis allows you to zero in on the variables that factor most into your discipline.

How does regression analysis help my career?

A firm understanding of regression analysis allows you to make better projections and decisions because you're able to see which factors affect an outcome more than others. Regression analysis allows you to understand how different scenarios play out because you know which variables make a difference in your line of work. Because regression analysis works across various disciplines that rely on data, such as finance and investing, you can apply it in a number of different careers, which means it's a concept that serves you well no matter where you work.

How can taking online courses help me learn regression analysis?

Online courses help you develop your knowledge of regression analysis and how to apply it in your career. You can use online courses to help you understand regression analysis if you've never applied it before or if you have a passing familiarity with it. You can learn the basic concepts with online courses, or you can take a more in-depth approach to what regression analysis can do for your business. One of the best things about taking online courses to learn about regression analysis is that you can learn at a pace and on a schedule that works best for you.

What are the benefits of taking an online Regression Analysis course?

Online Regression Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Regression Analysis skills. Choose from a wide range of Regression Analysis courses offered by top universities and industry leaders tailored to various skill levels.

What Regression Analysis courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Regression Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Regression Analysis Courses - Learn Regression Analysis Online

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Explore the Regression Analysis Course Catalog

Coursera Project Network
Using Advanced SWOT Analysis to Determine Competitiveness
Skills you'll gain: Strategic Prioritization, Competitive Analysis, Prioritization, Strategic Thinking, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Market Analysis, Organizational Effectiveness, Internal Auditing, External Auditing
4.1
Rating, 4.1 out of 5 stars
9 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Koç University
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
Skills you'll gain: Applied Mathematics, Linear Algebra, Differential Equations, Advanced Mathematics, Algebra, Numerical Analysis, Mathematical Theory & Analysis
4.5
Rating, 4.5 out of 5 stars
26 reviews
Mixed · Course · 1 - 3 Months
Status: New
University of Michigan
Python Debugging: A Systematic Approach
Skills you'll gain: Debugging, Code Review, Programming Principles, Computer Programming, Python Programming, Maintainability, Software Documentation, Technical Documentation, Generative AI
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Forecast bikeshare demand using time series models in R
Skills you'll gain: R Programming, Time Series Analysis and Forecasting, Data Visualization Software, Tidyverse (R Package), Data-Driven Decision-Making, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning
5
Rating, 5 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Using probability distributions for real world problems in R
Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Data Science, Probability
4.8
Rating, 4.8 out of 5 stars
28 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Colorado Boulder
Intro to the Arctic
Skills you'll gain: Environment, Environmental Monitoring, Physical Science, Land Management, Geographic Information Systems, Social Studies, Water Resources, Spatial Analysis, Science and Research
4.7
Rating, 4.7 out of 5 stars
34 reviews
Beginner · Course · 1 - 3 Months
SAS
Modeling Time Series and Sequential Data
Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Machine Learning, Deep Learning, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Data Visualization with ChatGPT: Python for Dashboarding
Skills you'll gain: Dashboard, Data Visualization Software, ChatGPT, Data Visualization, Analytics, Data-Driven Decision-Making, Interactive Data Visualization, Data Analysis, Python Programming, Generative AI
4.7
Rating, 4.7 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Northeastern University
Navigating Ethics in the Healthcare Workplace & Marketplace
Skills you'll gain: Electronic Medical Record, Business Ethics, Hospice, Health Care Procedure and Regulation, Ethical Standards And Conduct, Health Information Management and Medical Records, Health Care, Clinical Trials, Governance, Intensive Care Unit, Intensive Care Medicine, Patient Safety, Marketing Management, Decision Making, Diversity and Inclusion, Advertising
Beginner · Course · 1 - 4 Weeks
Duke University
Customer-Centric Innovation
Skills you'll gain: Agile Product Development, Customer Insights, Customer Engagement, New Product Development, Innovation, Business Strategies, Customer Relationship Building, Customer Analysis, Value Propositions, Market Research
4.5
Rating, 4.5 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
University of Cape Town
Capstone Course: Start Up Your Fintech Future
Skills you'll gain: Business Modeling, Entrepreneurship, FinTech, Business Planning, Presentations, Financial Regulations, Financial Forecasting, Value Propositions, New Business Development, Innovation, Brainstorming, Market Opportunities, Public Speaking, Market Research
4.4
Rating, 4.4 out of 5 stars
14 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Data Preparation with Alteryx: Automating Analytics
Skills you'll gain: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Workflow Management, Business Workflow Analysis, Scheduling, Data Analysis Expressions (DAX), Automation
Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular regression analysis courses

Using Advanced SWOT Analysis to Determine Competitiveness: Coursera Project Network
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications: Koç University
Python Debugging: A Systematic Approach: University of Michigan
Forecast bikeshare demand using time series models in R: Coursera Project Network
Using probability distributions for real world problems in R: Coursera Project Network
Intro to the Arctic: University of Colorado Boulder
Modeling Time Series and Sequential Data: SAS
Data Visualization with ChatGPT: Python for Dashboarding : Coursera Project Network
Navigating Ethics in the Healthcare Workplace & Marketplace: Northeastern University
Customer-Centric Innovation: Duke University

Regression Analysis Courses Online