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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


  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy

    4.5 stars, 60 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (60) · Intermediate · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Advanced App Development in Android

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Computer Graphics, Android (Operating System), Visualization (Computer Graphics), Virtual Environment, Logo Design, 3D Assets, Android Studio, Android Development, Computer Graphic Techniques, Application Development, Graphics Software, Animations, Mobile Development, Color Theory, Creative Design, Performance Tuning, Linear Algebra

    4.3 stars, 132 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (132) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Dealing With Missing Data

    Skills you'll gain: Sampling (Statistics), Statistical Programming, Statistical Software, Data Analysis Software, Statistical Analysis, STATA (Software), Statistical Methods, R (Software), Statistical Modeling, Regression Analysis, Data Analysis, Logistic Regression

    3.8 stars, 139 reviews, Mixed, Course, 1 - 3 Months

    ★ 3.8 (139) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure Machine Learning

    Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, Machine Learning Software, Model Training, Regression Analysis, Predictive Modeling, Machine Learning, No-Code Development, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Classification Algorithms, Supervised Learning

    4.4 stars, 297 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (297) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Erasmus University Rotterdam

    Enjoyable Econometrics

    Skills you'll gain: Econometrics, Data Collection, Regression Analysis, Statistical Methods, Survey Creation, Data Compilation, Economics, Quantitative Research, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Modeling, Correlation Analysis, Probability Distribution

    4.1 stars, 150 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (150) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Machine Learning, AI literacy, Unsupervised Learning, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Regulation and Legal Compliance

    4.5 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (79) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Illinois Urbana-Champaign

    Introduction to Accounting Data Analytics and Visualization

    Skills you'll gain: Data Visualization, Data Literacy, Tableau Software, Data Presentation, Interactive Data Visualization, Data Visualization Software, Excel Macros, Analytics, Accounting Software, Specialized Accounting, Analytical Skills, Accounting Systems, Business Analytics, Microsoft Excel, Spreadsheet Software, Data Collection, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Data Architecture

    4.8 stars, 458 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (458) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Differential Equations, Mathematical Software, Matlab, Calculus, Linear Algebra, Applied Mathematics, Mathematical Theory & Analysis, Integral Calculus, Experimentation, Algorithms, Derivatives

    4.5 stars, 110 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (110) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply Advanced SPSS Data Analytics & Modeling

    Skills you'll gain: Dashboard Creation, Dashboard, SPSS (Software), SPSS, Descriptive Analytics, Data Transformation, Data Visualization, Advanced Analytics, Data Wrangling, Logistic Regression, Statistical Hypothesis Testing, Statistical Machine Learning, Data Manipulation, Regression Analysis, Analytics, Data Presentation, Correlation Analysis, Data Literacy, Data Preprocessing, Data Analysis

    4.8 stars, 35 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (35) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Precalculus: Mathematical Modeling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Data Modeling, Systems Of Measurement, Correlation Analysis, Regression Analysis, Trigonometry

    4.8 stars, 98 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (98) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Communicating Business Analytics Results

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Literacy, Business Analytics, Presentations, Data-Driven Decision-Making, Data Analysis, Analytics, Technical Communication, Case Studies, Predictive Analytics, Correlation Analysis

    4.5 stars, 521 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (521) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Unsupervised Machine Learning

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Preprocessing, Text Mining, Machine Learning, Big Data, Model Evaluation, Performance Metric

    4.7 stars, 372 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (372) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular linear regression courses

  • AI and Machine Learning Essentials with Python: University of Pennsylvania
  • Advanced App Development in Android: Imperial College London
  • Dealing With Missing Data: University of Maryland, College Park
  • Microsoft Azure Machine Learning: Microsoft
  • Enjoyable Econometrics: Erasmus University Rotterdam
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Introduction to Accounting Data Analytics and Visualization: University of Illinois Urbana-Champaign
  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • Apply Advanced SPSS Data Analytics & Modeling: EDUCBA
  • Precalculus: Mathematical Modeling: Johns Hopkins University

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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