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    • Regression

    Regression Courses Online

    Master regression analysis for predictive modeling. Learn about linear, logistic, and polynomial regression techniques.

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    Explore the Regression Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Predictive Modeling, Model Fitting, and Regression Analysis

      Skills you'll gain: Predictive Modeling, Classification And Regression Tree (CART), Predictive Analytics, Regression Analysis, Statistical Modeling, Data Modeling, Machine Learning Methods, Decision Tree Learning, Forecasting, Supervised Learning, Data Analysis, Unsupervised Learning, Statistical Analysis, Descriptive Analytics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      66 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Statistical Analysis and Advanced Techniques

      Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Statistical Methods, R Programming, Data Presentation, Data Analysis, Statistical Inference, Descriptive Statistics, Forecasting, Generative AI

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning Foundations: A Case Study Approach

      Skills you'll gain: Machine Learning, Applied Machine Learning, Jupyter, Image Analysis, Deep Learning, Supervised Learning, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, AI Personalization, Classification And Regression Tree (CART), Python Programming, Application Deployment, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      14K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: Multivariate Calculus

      Skills you'll gain: Regression Analysis, Calculus, Integral Calculus, Machine Learning Methods, Statistical Analysis, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Artificial Neural Networks, Predictive Modeling, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.7K reviews

      Beginner · Course · 1 - 3 Months

    • 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: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Generalized Linear Models and Nonparametric Regression

      Skills you'll gain: R Programming, Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Analysis, Advanced Analytics, Predictive Modeling, Probability & Statistics, Machine Learning, Linear Algebra, Calculus

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Scikit-Learn to Solve Regression Machine Learning Problems

      Skills you'll gain: Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Machine Learning, Random Forest Algorithm, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Introduction to Spreadsheets and Models

      Skills you'll gain: Spreadsheet Software, Regression Analysis, Google Sheets, Microsoft Excel, Operations Research, Financial Modeling, Simulation and Simulation Software, Probability & Statistics, Business Modeling, Analysis, Forecasting, Statistical Methods, Statistical Analysis, Time Series Analysis and Forecasting, Risk Analysis, Resource Allocation

      4.2
      Rating, 4.2 out of 5 stars
      ·
      3.9K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      Build Regression, Classification, and Clustering Models

      Skills you'll gain: Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Predictive Modeling, Regression Analysis, Statistical Modeling, Algorithms, Classification And Regression Tree (CART), Feature Engineering, Linear Algebra, Performance Tuning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 3 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

    • C

      Coursera Project Network

      Data Analysis in R: Predictive Analysis with Regression

      Skills you'll gain: Predictive Analytics, Data-Driven Decision-Making, Ggplot2, Regression Analysis, Data Visualization, Data Analysis, R Programming, Statistical Modeling, Exploratory Data Analysis, Descriptive Statistics, Statistical Analysis

      4.2
      Rating, 4.2 out of 5 stars
      ·
      13 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      S

      SAS

      Regression Modeling Fundamentals

      Skills you'll gain: Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Data Analysis, Statistical Methods, Probability & Statistics, Statistical Hypothesis Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 3 Months

    Regression learners also search

    Regression Analysis
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    Linear Regression
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    Predictive Modeling
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    Data Modeling
    1…789…47

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

    • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
    • Statistical Analysis and Advanced Techniques: Microsoft
    • Machine Learning Foundations: A Case Study Approach: University of Washington
    • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
    • Regression and Classification: University of Colorado Boulder
    • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
    • Scikit-Learn to Solve Regression Machine Learning Problems: Coursera Project Network
    • Introduction to Spreadsheets and Models: University of Pennsylvania
    • Build Regression, Classification, and Clustering Models: CertNexus
    • Logistic Regression with NumPy and Python: Coursera Project Network

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