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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: Preview
      Preview
      U

      Universidad Austral

      Estadística aplicada a los negocios

      Skills you'll gain: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science

      4.6
      Rating, 4.6 out of 5 stars
      ·
      760 reviews

      Beginner · 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
      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
      ·
      366 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Introducción a la Minería de Datos

      Skills you'll gain: Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Data Manipulation, Databases, Data Science, Machine Learning Methods, Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Algorithms, Performance Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.3K reviews

      Beginner · Course · 1 - 3 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
      ·
      118 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Logistic Regression with NumPy and Python

      Skills you'll gain: Matplotlib, NumPy, Exploratory Data Analysis, Data Visualization, Seaborn, Python Programming, Data Analysis, Applied Machine Learning, Statistical Analysis, Data Science, Algorithms, Machine Learning, Supervised Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      394 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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
      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: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Digital Signal Processing 1: Basic Concepts and Algorithms

      Skills you'll gain: Digital Communications, Engineering Analysis, Linear Algebra, Electrical Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics, Telecommunications, Numerical Analysis, Electronics, Time Series Analysis and Forecasting, Algorithms, Trigonometry, Electronics Engineering

      4.5
      Rating, 4.5 out of 5 stars
      ·
      624 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Predictive Modeling

      Skills you'll gain: Predictive Modeling, Time Series Analysis and Forecasting, Regression Analysis, Predictive Analytics, Forecasting, Microsoft Excel, Statistical Methods, Data Transformation, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      137 reviews

      Mixed · Course · 1 - 4 Weeks

    • 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
      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

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…202122…78

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

    • Estadística aplicada a los negocios: Universidad Austral
    • Experimentation for Improvement: McMaster University
    • Design of Experiments: Arizona State University
    • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
    • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
    • Logistic Regression with NumPy and Python: Coursera Project Network
    • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
    • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
    • Digital Signal Processing 1: Basic Concepts and Algorithms: École Polytechnique Fédérale de Lausanne
    • Introduction to Predictive Modeling: University of Minnesota

    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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