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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


  • U

    University of Michigan

    Statistics with Python Using NumPy, Pandas, and SciPy

    Skills you'll gain: Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Trees, SVM and Unsupervised Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Machine Learning Methods, Classification Algorithms, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Applied Mathematics, Dimensionality Reduction, Statistics

    4.1 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Virginia

    تحليلات التسويق

    Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Data-Driven Marketing, Marketing Strategies, Marketing, Customer Analysis, Data-Driven Decision-Making, Analytics, Performance Measurement, Strategic Marketing, Brand Management, Regression Analysis, Brand Awareness, Consumer Behaviour, A/B Testing, Statistical Methods, Statistical Analysis

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning

    4.8 stars, 6 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (6) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming

    4.9 stars, 7 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    AI Driven Machine Learning with Python

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Health Informatics, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.8 stars, 13 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (13) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Asset Pricing Models

    Skills you'll gain: Securities (Finance), Portfolio Management, Equities, Investments, Financial Market, Finance, Portfolio Risk, Investment Management, Risk Modeling, Capital Markets, Statistical Methods, Market Data, Risk Analysis, Regression Analysis, Time Series Analysis and Forecasting, Risk Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    4.7 stars, 26 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (26) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Virginia

    Mercadeo analítico

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Effectiveness, Customer Analysis, Data-Driven Decision-Making, Marketing Strategies, Brand Management, Marketing, Regression Analysis, Analytics, Customer Retention, Consumer Behaviour, Case Studies, Return On Investment, Statistical Analysis, A/B Testing

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Virginia

    L'analyse marketing

    Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Data-Driven Marketing, Marketing Planning, Data-Driven Decision-Making, Marketing Strategies, Marketing, Customer Analysis, Brand Management, Web Analytics, Analytics, Campaign Planning, Branding, Brand Awareness, Regression Analysis, Return On Investment, Consumer Behaviour, Statistical Analysis, Correlation Analysis, Online Advertising

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Python Programming

    4.6 stars, 38 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (38) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Brand Equity, Analytics & Marketing Intelligence

    Skills you'll gain: Surveys, Brand Awareness, Pivot Tables And Charts, Brand Management, Marketing Analytics, Branding, Dashboard Creation, Google Analytics, Looker (Software), Business Intelligence, Stakeholder Communications, Market Research, Key Performance Indicators (KPIs), Financial Forecasting, Data Storytelling, Tableau Software, Power BI, Forecasting, Regression Analysis, SQL

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…545556…63

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

  • Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
  • Trees, SVM and Unsupervised Learning: University of Colorado Boulder
  • تحليلات التسويق: University of Virginia
  • Decision Tree Classifier for Beginners in R: Coursera
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • AI Driven Machine Learning with Python: EDUCBA
  • Asset Pricing Models: Università di Napoli Federico II
  • Machine Learning with PySpark: Customer Churn Analysis: Coursera
  • Mercadeo analítico: University of Virginia
  • L'analyse marketing: University of Virginia

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