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    • Linear Regression

    Linear Regression Courses Online

    Explore linear regression for statistical modeling. Learn to analyze relationships between variables and make predictions based on data.

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    Explore the Linear Regression Course Catalog

    • Status: Free Trial
      Free Trial
      P

      Politecnico di Milano

      Machine Learning: an overview

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Taxonomy, Reinforcement Learning, Algorithms, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      169 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression and Classification

      Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Statistical Methods, Predictive Modeling, Regression Analysis, Statistical Analysis, Machine Learning Methods, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Applied Machine Learning, Probability & Statistics, Data Science, R Programming, Machine Learning Algorithms

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modeling: Precalculus Review

      Skills you'll gain: Trigonometry, Algebra, Graphing, Calculus, Mathematical Modeling, Linear Algebra, Geometry, Physics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      114 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Chinese University of Hong Kong

      Information Theory

      Skills you'll gain: Digital Communications, Combinatorics, Probability, Encryption, Information Architecture, Probability & Statistics, Probability Distribution, Telecommunications, Algorithms, Linear Algebra, Calculus, General Mathematics, Statistical Methods, Applied Mathematics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      164 reviews

      Mixed · Course · 3 - 6 Months

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

      Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Bayesian Statistics, Sampling (Statistics), Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Automated Analysis

      Skills you'll gain: Test Automation, Regression Testing, Software Testing, Unit Testing, System Testing, Verification And Validation, Security Testing, Automation, Code Coverage, Test Case, Test Data, Vulnerability Assessments, Continuous Monitoring

      4.2
      Rating, 4.2 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Bring Your Story to Life – Video Post-Production

      Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Video Production, Data Import/Export, Storytelling, Editing, Media Production, Graphic and Visual Design, File Management, Quality Assurance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      45 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      U

      University of Pennsylvania

      Calculus: Single Variable Part 2 - Differentiation

      Skills you'll gain: Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Accounting Data Analytics with Python

      Skills you'll gain: Matplotlib, Data Visualization, Pandas (Python Package), Database Management, Seaborn, SQL, Data Analysis, Relational Databases, Jupyter, NumPy, Accounting, Descriptive Statistics, Analytics, Data Structures, Python Programming, Data Manipulation, Regression Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      109 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Codio

      Data Science and Analysis Tools - from Jupyter to R Markdown

      Skills you'll gain: Rmarkdown, Dashboard, Plot (Graphics), Box Plots, Data Visualization, Correlation Analysis, Histogram, Statistical Visualization, Scatter Plots, Data Visualization Software, Data Presentation, Matplotlib, Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Pandas (Python Package), Probability & Statistics, Data Analysis, R Programming, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      23 reviews

      Beginner · Specialization · 3 - 6 Months

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    1…333435…78

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

    • Machine Learning: an overview: Politecnico di Milano
    • Regression and Classification: University of Colorado Boulder
    • Causal Inference: Columbia University
    • Calculus through Data & Modeling: Precalculus Review: Johns Hopkins University
    • Information Theory: The Chinese University of Hong Kong
    • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
    • Introduction to Automated Analysis: University of Minnesota
    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Bring Your Story to Life – Video Post-Production: University of Colorado Boulder
    • Calculus: Single Variable Part 2 - Differentiation: University of Pennsylvania

    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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