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    • Linear Regression

    Linear Regression Courses Online

    Explore linear regression for statistical modeling. Learn to analyze relationships between variables and make predictions based on data.

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    Explore the Linear Regression Course Catalog

    • Status: Preview
      Preview
      L

      Lund University

      Introduction to Particle Accelerators (NPAP MOOC)

      Skills you'll gain: High Voltage, Electrical Engineering, Physics, Radiation Protection, Laboratory Equipment, Science and Research, Reliability, Simulations, Control Systems

      4.7
      Rating, 4.7 out of 5 stars
      ·
      203 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Explainable AI (XAI)

      Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Generative AI, Applied Machine Learning, Artificial Intelligence, Data-Driven Decision-Making, Regression Analysis, Machine Learning, Predictive Modeling, Business Ethics, Healthcare Ethics, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Decision Support Systems, Artificial Neural Networks, Scientific Visualization, Machine Learning Algorithms, Visualization (Computer Graphics)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      41 reviews

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Principal Component Analysis with NumPy

      Skills you'll gain: Exploratory Data Analysis, NumPy, Seaborn, Matplotlib, Data Analysis, Data Visualization Software, Machine Learning, Applied Machine Learning, Python Programming, Data Science, Unsupervised Learning, Dimensionality Reduction, Linear Algebra

      4.6
      Rating, 4.6 out of 5 stars
      ·
      295 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Politecnico di Milano

      Machine Learning: an overview

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Taxonomy, Reinforcement Learning, Algorithms, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      169 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modeling: Precalculus Review

      Skills you'll gain: Trigonometry, Algebra, Graphing, Calculus, Mathematical Modeling, Linear Algebra, Geometry, Physics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      114 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: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      T

      The Chinese University of Hong Kong

      Information Theory

      Skills you'll gain: Digital Communications, Combinatorics, Probability, Encryption, Information Architecture, Probability & Statistics, Probability Distribution, Telecommunications, Algorithms, Linear Algebra, Calculus, General Mathematics, Statistical Methods, Applied Mathematics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      164 reviews

      Mixed · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Automated Analysis

      Skills you'll gain: Test Automation, Regression Testing, Software Testing, Unit Testing, System Testing, Verification And Validation, Security Testing, Automation, Code Coverage, Test Case, Test Data, Vulnerability Assessments, Continuous Monitoring

      4.2
      Rating, 4.2 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Kinetics: Studying Spacecraft Motion

      Skills you'll gain: Torque (Physics), Mechanics, Vibrations, Engineering Analysis, Differential Equations, Mathematical Modeling, Simulation and Simulation Software, Engineering, Physics, Linear Algebra, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      132 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      National Taiwan University

      機器人學一 (Robotics (1))

      Skills you'll gain: Automation Engineering, Mechanical Engineering, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      64 reviews

      Beginner · Course · 1 - 3 Months

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    1…333435…78

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

    • Introduction to Particle Accelerators (NPAP MOOC): Lund University
    • Explainable AI (XAI): Duke University
    • Principal Component Analysis with NumPy: Coursera Project Network
    • Machine Learning: an overview: Politecnico di Milano
    • Calculus through Data & Modeling: Precalculus Review: Johns Hopkins University
    • Regression and Classification: University of Colorado Boulder
    • Causal Inference: Columbia University
    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Information Theory: The Chinese University of Hong Kong
    • Introduction to Automated Analysis: University of Minnesota

    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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