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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: Free Trial
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    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Investments, Applied Mathematics, Risk Modeling, Estimation, Capital Markets, Futures Exchange, Financial Modeling, Regression Analysis, Market Liquidity, Statistical Methods

    4.6
    Rating, 4.6 out of 5 stars
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    432 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    M

    Microsoft

    Microsoft Junior QA/Software Tester

    Skills you'll gain: Software Testing, Software Quality Assurance, Acceptance Testing, System Testing, Functional Testing, Software Quality (SQA/SQC), Quality Assurance, Behavior-Driven Development, Unit Testing, Issue Tracking, Test Data, Test Case, Browser Compatibility, User Acceptance Testing (UAT), Root Cause Analysis, Regression Testing, Quality Assurance and Control, Test Tools, Quality Assessment, Quality Management Systems

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning Algorithms, Decision Tree Learning, Applied Machine Learning, Model Training, Statistical Machine Learning, Predictive Modeling, Business Logic, Machine Learning Methods, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Regression Analysis, Random Forest Algorithm, Model Optimization, Sampling (Statistics)

    4.8
    Rating, 4.8 out of 5 stars
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    468 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Spacecraft Dynamics and Control

    Skills you'll gain: Control Systems, Mechanics, Torque (Physics), Simulation and Simulation Software, Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Automation Engineering, Differential Equations, Trigonometry, Mathematical Modeling, Engineering Calculations, Applied Mathematics, Engineering, Advanced Mathematics, Algorithms, Physics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    443 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    841 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Amsterdam

    Introduction to Communication Science

    Skills you'll gain: Culture, Interpersonal Communications, Media and Communications, Liberal Arts, Ancient History

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Geneva

    Portfolio and Risk Management

    Skills you'll gain: Portfolio Management, Risk Management, Portfolio Risk, Investment Management, Risk Analysis, Investments, Risk Modeling, Asset Management, Wealth Management, Risk Appetite, Financial Market, Correlation Analysis, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
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    Coursera

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Exploratory Data Analysis, Dashboard Creation, Dashboard, Descriptive Statistics, Correlation Analysis, Business Metrics, Data Presentation, Scatter Plots, Data Analysis, Key Performance Indicators (KPIs), Tableau Software, Statistical Visualization, Data Visualization, Statistical Reporting, Business Analytics, Descriptive Analytics, Data Visualization Software, Data Analysis Software, Data Processing, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    B

    British Standards Institution

    Assessing neural network robustness: ISO/IEC 24029-1:2021

    Skills you'll gain: Model Evaluation, Vulnerability Assessments, Performance Testing, Risking, Verification And Validation, Artificial Neural Networks, Statistical Methods, Deep Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Test Data, Regression Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Statistical Modeling, Applied Machine Learning, Statistical Methods, Analytical Skills, Data Science, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, AI literacy, Machine Learning, Portfolio Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    SAS Statistical Business Analyst

    Skills you'll gain: SAS (Software), Statistical Hypothesis Testing, Predictive Modeling, Logistic Regression, Predictive Analytics, Statistical Analysis, Model Evaluation, Statistical Modeling, Regression Analysis, Correlation Analysis, Statistical Software, Model Training, Exploratory Data Analysis, Statistical Methods, Statistical Inference, Business Analytics, Probability & Statistics, Model Deployment, Data Analysis, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
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    229 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Experience Design, Unsupervised Learning, Model Training, Machine Learning Methods, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Financial Engineering and Risk Management: Columbia University
  • Microsoft Junior QA/Software Tester: Microsoft
  • Supervised Machine Learning: Classification: IBM
  • Spacecraft Dynamics and Control: University of Colorado Boulder
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Introduction to Communication Science: University of Amsterdam
  • Portfolio and Risk Management: University of Geneva
  • Exploratory Data Analysis and Visualization: Coursera
  • Assessing neural network robustness: ISO/IEC 24029-1:2021: British Standards Institution
  • Google Advanced Data Analytics Capstone: Google

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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