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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
      M

      MathWorks

      Practical Data Science with MATLAB

      Skills you'll gain: Data Storytelling, Feature Engineering, Data Visualization, Supervised Learning, Data Analysis, Interactive Data Visualization, Exploratory Data Analysis, Dimensionality Reduction, Data Import/Export, Applied Machine Learning, Data Visualization Software, Data Processing, Regression Analysis, Data Science, Predictive Modeling, Matlab, Data Manipulation, Classification And Regression Tree (CART), Machine Learning, Technical Communication

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Design of Experiments

      Skills you'll gain: Experimentation, Sample Size Determination, Regression Analysis, Research Design, Statistical Analysis, Probability Distribution, Statistical Methods, Scientific Methods, Statistical Visualization, Data Analysis, Descriptive Statistics, Probability & Statistics, Statistical Modeling, Quantitative Research, Exploratory Data Analysis, Statistical Hypothesis Testing, Process Analysis, Statistical Software, Mathematical Modeling, Variance Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      365 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Machine Learning: Theory and Hands-on Practice with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Deep Learning, Machine Learning Algorithms, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Machine Learning, Machine Learning Methods, Image Analysis, Decision Tree Learning, Exploratory Data Analysis, Artificial Neural Networks, Data Analysis, Data Science, Pandas (Python Package), Data Processing, Predictive Modeling, Python Programming

      Build toward a degree

      3.5
      Rating, 3.5 out of 5 stars
      ·
      117 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      L

      Ludwig-Maximilians-Universität München (LMU)

      Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

      Skills you'll gain: Finite Element Methods, Numerical Analysis, Jupyter, NumPy, Applied Mathematics, Differential Equations, Simulations, Mathematical Modeling, Python Programming, Calculus, Linear Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      386 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Prediction Models with Sports Data

      Skills you'll gain: Data Manipulation, Forecasting, Data Analysis, Predictive Modeling, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Data Ethics, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      39 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Linear Algebra: Orthogonality and Diagonalization

      Skills you'll gain: Linear Algebra, Image Analysis, Applied Machine Learning, Applied Mathematics, Geometry, Algebra, Numerical Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      41 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Mathematical Biostatistics Boot Camp 1

      Skills you'll gain: Data Visualization, Probability & Statistics, Data Analysis, Bayesian Statistics, Statistics, Statistical Analysis, Biostatistics, Statistical Methods, Probability, Statistical Inference, Probability Distribution, Statistical Hypothesis Testing, Correlation Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      517 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      M

      McMaster University

      Experimentation for Improvement

      Skills you'll gain: Experimentation, Process Improvement and Optimization, Statistical Analysis, A/B Testing, Analytical Skills, Process Optimization, Data Analysis, Regression Analysis, R Programming, Statistical Methods, Statistical Modeling

      4.9
      Rating, 4.9 out of 5 stars
      ·
      923 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Accounting Data Analytics

      Skills you'll gain: Machine Learning Algorithms, Data Visualization, Excel Macros, Matplotlib, Interactive Data Visualization, Time Series Analysis and Forecasting, Unsupervised Learning, Data Processing, Regression Analysis, Tableau Software, Text Mining, Pandas (Python Package), Database Management, Seaborn, Scikit Learn (Machine Learning Library), Data Transformation, Applied Machine Learning, Machine Learning, Exploratory Data Analysis, Python Programming

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      564 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Visual Perception for Self-Driving Cars

      Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Linear Algebra, Semantic Web, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      581 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Precalculus through Data and Modelling

      Skills you'll gain: Mathematical Modeling, Graphing, Data Analysis, Trigonometry, R Programming, Algebra, Regression Analysis, Correlation Analysis, Applied Mathematics, Statistical Analysis, Systems Of Measurement, Geometry

      4.7
      Rating, 4.7 out of 5 stars
      ·
      310 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning: Classification

      Skills you'll gain: Classification And Regression Tree (CART), Supervised Learning, Applied Machine Learning, Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Machine Learning, Feature Engineering, Scalability, Probability & Statistics, Data Cleansing, Algorithms

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.7K reviews

      Mixed · Course · 1 - 3 Months

    Linear Regression learners also search

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    1…202122…78

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

    • Practical Data Science with MATLAB: MathWorks
    • Design of Experiments: Arizona State University
    • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
    • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
    • Prediction Models with Sports Data: University of Michigan
    • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
    • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
    • Experimentation for Improvement: McMaster University
    • Accounting Data Analytics: University of Illinois Urbana-Champaign
    • Visual Perception for Self-Driving Cars: University of Toronto

    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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