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  • Linear Regression

Linear Regression Courses

Linear regression courses can help you learn how to analyze relationships between variables, interpret coefficients, and evaluate model performance. You can build skills in data visualization, hypothesis testing, and making predictions based on data trends. Many courses introduce tools like Python, R, and Excel, that support implementing regression models and analyzing datasets effectively.

Popular Linear Regression Courses and Certifications


  • Status: New
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    Coursera

    Data Analysis and Exploration

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Business Analytics, Descriptive Analytics, Data Literacy, Descriptive Statistics, Analytical Skills, Statistical Analysis, Statistical Visualization, Data Visualization, Correlation Analysis, Histogram, Scatter Plots, Statistics, Graphing

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Descriptive Statistics, Statistical Methods, Finance, Correlation Analysis, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Mathematical Biostatistics Boot Camp 1

    Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistics, Probability, Probability Distribution, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing

    4.4
    Rating, 4.4 out of 5 stars
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    546 reviews

    Mixed · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    397 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Imperial College London

    Measuring Disease in Epidemiology

    Skills you'll gain: Epidemiology, Diagnostic Tests, Public Health and Disease Prevention, Public Health, Preventative Care, Infectious Diseases, Program Evaluation, Risk Analysis, Quantitative Research, Correlation Analysis, Health Policy, Science and Research, Research, General Science and Research

    4.8
    Rating, 4.8 out of 5 stars
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    806 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Finance, Risk Modeling, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Michigan

    The Finite Element Method for Problems in Physics

    Skills you'll gain: Finite Element Methods, Engineering Analysis, Mathematical Software, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, C++ (Programming Language), C and C++, Structural Engineering, Mechanics

    4.6
    Rating, 4.6 out of 5 stars
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    564 reviews

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Interactive eLearning Content Creation

    Skills you'll gain: Instructional and Curriculum Design, Learning Management Systems, Digital pedagogy, Education Software and Technology, Multimedia, Interactive Design, Interactive Learning, Presentations, Graphic and Visual Design, Digital Design, Interaction Design, WordPress, Human Centered Design, Digital Content, Design, Information Architecture, Usability, Content Management Systems, Design Elements And Principles, Application Deployment

    Mixed · Course · 1 - 4 Weeks

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    University of Minnesota

    Matrix Methods

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Unsupervised Learning, Machine Learning Methods, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Applied Machine Learning, Data Manipulation, Algorithms, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    249 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Basic Robotic Behaviors and Odometry

    Skills you'll gain: Robotics, Automation, Simulation and Simulation Software, Control Systems, Simulations, Algorithms, Virtual Environment, Linear Algebra, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    64 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    364 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Emory University

    Meaningful Marketing Insights

    Skills you'll gain: Pivot Tables And Charts, Marketing Analytics, Descriptive Statistics, Data-Driven Marketing, Microsoft Excel, Customer Insights, Spreadsheet Software, Regression Analysis, Data Analysis, Data-Driven Decision-Making, Excel Formulas, Statistical Visualization, Marketing, Marketing Effectiveness, Exploratory Data Analysis, Statistical Analysis, Data Manipulation, Data Transformation, Logistic Regression

    4.3
    Rating, 4.3 out of 5 stars
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    293 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Data Analysis and Exploration: Coursera
  • An Intuitive Introduction to Probability: University of Zurich
  • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Measuring Disease in Epidemiology: Imperial College London
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • The Finite Element Method for Problems in Physics: University of Michigan
  • Interactive eLearning Content Creation: EDUCBA
  • Matrix Methods: University of Minnesota
  • Basic Robotic Behaviors and Odometry: University of Colorado Boulder

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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