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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: Free Trial
      Free Trial
      U

      University of Minnesota

      Analytics for Decision Making

      Skills you'll gain: Supply Chain, Probability Distribution, Inventory Control, Simulations, Predictive Modeling, Time Series Analysis and Forecasting, Financial Modeling, Operations Research, Regression Analysis, Operations Management, Cash Management, Predictive Analytics, Portfolio Management, Process Optimization, Process Analysis, Business Analytics, Investment Management, Probability, Analytics, Process Improvement and Optimization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      265 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Minnesota

      Matrix Methods

      Skills you'll gain: Linear Algebra, Data Analysis, Mathematical Modeling, Machine Learning Methods, Numerical Analysis, Applied Mathematics

      4.1
      Rating, 4.1 out of 5 stars
      ·
      248 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Ordered Data Structures

      Skills you'll gain: Data Structures, Data Architecture, Data Storage, Information Architecture, Algorithms, Data Access, Programming Principles

      4.8
      Rating, 4.8 out of 5 stars
      ·
      920 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      ESSEC Business School

      Foundations of strategic business analytics

      Skills you'll gain: Business Analytics, Forecasting, Predictive Analytics, Analytics, Data Visualization, Strategic Thinking, Data Presentation, Business Intelligence, People Analytics, Trend Analysis, Data Analysis, Statistical Analysis, Data Storytelling, Statistical Methods, Probability & Statistics, Correlation Analysis, Regression Analysis, Data Mining, R Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      656 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Probability Theory: Foundation for Data Science

      Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Statistical Methods, Descriptive Statistics, Correlation Analysis, Statistical Inference

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      254 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      COVID19 Data Analysis Using Python

      Skills you'll gain: Seaborn, Correlation Analysis, Data Visualization, Data Cleansing, Matplotlib, Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming, Statistical Analysis, Exploratory Data Analysis, Data Integration, Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2K reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Histogram, Data Analysis, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Analysis, Analytics, R Programming, Statistical Inference, Regression Analysis, Data Visualization, Customer Analysis, Market Analysis, Decision Tree Learning, Advanced Analytics, Statistical Methods, Python Programming, Statistical Modeling, Predictive Modeling, Feature Engineering, Correlation Analysis

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      42 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Motion Planning for Self-Driving Cars

      Skills you'll gain: Graph Theory, Reinforcement Learning, Artificial Intelligence, Algorithms, Computer Vision, Simulations, Data Structures, Spatial Data Analysis, Predictive Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      484 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Wharton Business and Financial Modeling Capstone

      Skills you'll gain: Portfolio Management, Financial Modeling, Peer Review, Microsoft Excel, Investments, Mathematical Modeling, Financial Analysis, Regression Analysis, Business Modeling, Risk Analysis, Data Presentation, Performance Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      505 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Create Machine Learning Models in Microsoft Azure

      Skills you'll gain: Predictive Modeling, Unsupervised Learning, Deep Learning, Applied Machine Learning, Data Science, Machine Learning, PyTorch (Machine Learning Library), Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Supervised Learning, Pandas (Python Package), Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Statistical Modeling, Classification And Regression Tree (CART), Regression Analysis, Keras (Neural Network Library), Image Analysis, Microsoft Azure

      4.5
      Rating, 4.5 out of 5 stars
      ·
      302 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      CertNexus Certified Artificial Intelligence Practitioner

      Skills you'll gain: Data Ethics, Data Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Data Collection, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Random Forest Algorithm, Statistical Analysis, Workflow Management, Supervised Learning, Information Privacy, Artificial Neural Networks, Test Planning, Professional Development, Learning Strategies, Educational Materials

      4.6
      Rating, 4.6 out of 5 stars
      ·
      276 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Design Principles: an Introduction

      Skills you'll gain: Usability Testing, Experimentation, Design Elements And Principles, Design, User Interface and User Experience (UI/UX) Design, Interaction Design, Graphic and Visual Design, Human Computer Interaction, Prototyping, User Research, Information Architecture, A/B Testing, Typography

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 4 Weeks

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    1…222324…78

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

    • Analytics for Decision Making: University of Minnesota
    • Matrix Methods: University of Minnesota
    • Ordered Data Structures: University of Illinois Urbana-Champaign
    • Foundations of strategic business analytics: ESSEC Business School
    • Probability Theory: Foundation for Data Science: University of Colorado Boulder
    • COVID19 Data Analysis Using Python: Coursera Project Network
    • Advanced Statistical Techniques for Data Science: Illinois Tech
    • Motion Planning for Self-Driving Cars: University of Toronto
    • Wharton Business and Financial Modeling Capstone: University of Pennsylvania
    • Create Machine Learning Models in Microsoft Azure: Microsoft

    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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