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Regression Courses

Regression courses can help you learn statistical modeling, data analysis techniques, and how to interpret relationships between variables. You can build skills in linear regression, logistic regression, and understanding residuals, along with evaluating model performance. Many courses introduce tools like R, Python, and Excel, that support conducting analyses and visualizing data, allowing you to apply these skills in practical work such as predicting outcomes and making informed decisions based on data.

Popular Regression Courses and Certifications


  • C

    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Model Training, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Model Optimization, Regression Analysis, Supervised Learning, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • W

    Wesleyan University

    Regression Modeling in Practice

    Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, SAS (Software), Statistical Programming, Statistical Inference, Predictive Modeling, Model Evaluation, Python Programming

    4.4 stars, 274 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (274) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    4.5 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (14) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Madecraft

    Regression Analysis Fundamentals

    Skills you'll gain: Regression Analysis, Data Storytelling, Data Analysis Software, Statistical Analysis, Data Visualization, Data Presentation, SPSS, Data Analysis, Statistical Modeling, R Programming, Statistical Reporting, Scatter Plots, Correlation Analysis, Statistical Methods, Predictive Analytics, Microsoft Excel, Model Evaluation, Analytical Skills, Estimation

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Stats: Correlation and Regression Analysis

    Skills you'll gain: Regression Analysis, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Statistical Inference, Statistical Modeling, Statistical Analysis, Probability & Statistics, Statistics, Predictive Modeling, Analysis, Predictive Analytics, Exploratory Data Analysis, Scatter Plots, Model Evaluation, Estimation, Data Literacy, Sampling (Statistics), Anomaly Detection

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Applied Regression Techniques and Diagnostics in Stata

    Skills you'll gain: Logistic Regression, Stata, STATA (Software), Statistical Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Programming, Statistical Software, Analysis, Statistical Inference, Time Series Analysis and Forecasting, Model Evaluation, Statistical Hypothesis Testing, Data Analysis, Structural Analysis, Plot (Graphics)

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    The STATA OMNIBUS: Regression and Modelling with STATA

    Skills you'll gain: Stata, STATA (Software), Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Programming, Statistical Software, Statistical Visualization, Data Manipulation, Logistic Regression, Simulations, Predictive Modeling, Data Transformation, Graphing, Model Evaluation

    4.5 stars, 6 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.5 (6) · Beginner · Course · 3 - 6 Months

  • S

    Sage Publications

    Foundations of Statistical Analysis with Stata

    Skills you'll gain: Stata, STATA (Software), Quantitative Research, General Science and Research, Regression Analysis, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Data Entry, Descriptive Analytics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Programming, Data Analysis, Data Import/Export, Statistical Modeling, Logistic Regression, Time Series Analysis and Forecasting, Structural Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Regression Analysis, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Science, Data Transformation, Machine Learning, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Forecasting, Machine Learning Algorithms, Case Studies, Algorithms

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Sage Publications

    Advanced Statistical Reporting for Political Science

    Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1234…63

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

  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Regression Modeling in Practice: Wesleyan University
  • PyCaret: Anatomy of Regression: Coursera
  • Regression Analysis Fundamentals: Madecraft
  • BiteSize Stats: Correlation and Regression Analysis: University of Colorado Boulder
  • Applied Regression Techniques and Diagnostics in Stata: Sage Publications
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
  • Foundations of Statistical Analysis with Stata: Sage Publications
  • Python: Master House Price Prediction with Linear Regression: EDUCBA

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