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  • Linear Regression

Linear Regression Courses

Linear regression courses can help you learn how to analyze relationships between variables, interpret coefficients, and evaluate model performance. You can build skills in data visualization, hypothesis testing, and making predictions based on data trends. Many courses introduce tools like Python, R, and Excel, that support implementing regression models and analyzing datasets effectively.

Popular Linear Regression Courses and Certifications


  • Status: New
    New
    Status: Free Trial
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    Coursera

    Market Research Statistical Analysis & Data Visualization

    Skills you'll gain: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys

    3.3
    Rating, 3.3 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Data Transformation, Model Training, Predictive Modeling, Regression Analysis, Feature Engineering, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation

    4.3
    Rating, 4.3 out of 5 stars
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    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Universitat Autònoma de Barcelona

    Sustainability of Social-Ecological Systems: the Nexus between Water, Energy and Food

    Skills you'll gain: Data Storytelling, Sustainable Systems, Data Literacy, Systems Thinking, Case Studies, Water Sustainability, Sustainable Development, Water Resources, Environmental Issue, Quantitative Research, Water Resource Management, Energy and Utilities, Environment, Socioeconomics, Social Impact, Analysis, Policy Analysis, Environment and Resource Management, Correlation Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    110 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2
    Rating, 4.2 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    128 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Portfolio Optimization using Markowitz Model

    Skills you'll gain: Portfolio Management, Portfolio Risk, Finance, Financial Modeling, Return On Investment, Correlation Analysis, Investment Management, Financial Analysis, Asset Management, Mathematical Modeling, Investments, Risk Modeling, Equities, Model Optimization

    4.4
    Rating, 4.4 out of 5 stars
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    328 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    École Polytechnique Fédérale de Lausanne

    Mécanique du point matériel

    Skills you'll gain: Mechanics, Torque (Physics), Physics, Vibrations, Engineering Analysis, Differential Equations, Physical Science, Linear Algebra, electromagnetics, Applied Mathematics, Integral Calculus, Calculus, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Data Preprocessing, Diagnostic Tests

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California, Santa Cruz

    Bayesian Statistics: Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Statistical Programming, Statistical Methods, Correlation Analysis, Model Evaluation, Probability Distribution

    4.3
    Rating, 4.3 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Breast Cancer Prediction Using Machine Learning

    Skills you'll gain: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Data Access, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Classification Algorithms, Machine Learning, Supervised Learning

    4.2
    Rating, 4.2 out of 5 stars
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    57 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    12 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Dassault Systèmes

    SOLIDWORKS Feature Patterns and Sweeps

    Skills you'll gain: Computer-Aided Design, Design Software, Technical Design, 3D Modeling, Drafting and Engineering Design, Mechanical Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Market Research Statistical Analysis & Data Visualization: Coursera
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • Sustainability of Social-Ecological Systems: the Nexus between Water, Energy and Food: Universitat Autònoma de Barcelona
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Portfolio Optimization using Markowitz Model: Coursera
  • Mécanique du point matériel: École Polytechnique Fédérale de Lausanne
  • Population Health: Predictive Analytics: Universiteit Leiden
  • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
  • Breast Cancer Prediction Using Machine Learning: Coursera

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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