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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

    • C

      Coursera Project Network

      Scikit-Learn to Solve Regression Machine Learning Problems

      Skills you'll gain: Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Machine Learning, Random Forest Algorithm, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Raising Capital: Credit Tech, Coin Offerings, and Crowdfunding

      Skills you'll gain: FinTech, Banking Services, Fundraising and Crowdsourcing, Banking, Financial Services, Blockchain, Consumer Lending, Emerging Technologies, Entrepreneurial Finance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      306 reviews

      Beginner · Course · 1 - 4 Weeks

    • 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
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Functions & Applications

      Skills you'll gain: Graphing, Algebra, Mathematical Modeling, Predictive Modeling, Applied Mathematics, Linear Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      187 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Methods for Quantitative Research in Psychology

      Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Correlation Analysis, Data Collection, Data Analysis, Psychology, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      172 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Programming for Python Data Science: Principles to Practice

      Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Cleansing, Algorithms, Software Engineering, Predictive Modeling, Debugging, Data Visualization Software, Data Visualization, NumPy, Scatter Plots, Query Languages, Data Manipulation, Data Science, Data Storytelling, Object Oriented Programming (OOP), Regression Analysis, Python Programming, Data Analysis

      3.8
      Rating, 3.8 out of 5 stars
      ·
      73 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Big Data - Capstone Project

      Skills you'll gain: Big Data, Data Processing, Apache Spark, Data Presentation, Analytics, Classification And Regression Tree (CART), Data Cleansing, Splunk, Unsupervised Learning, Data Analysis, Network Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      399 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modeling: Applying Differentiation

      Skills you'll gain: Calculus, Applied Mathematics, Mathematical Modeling, Derivatives, Estimation, Linear Algebra, Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      54 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning with Apache Spark

      Skills you'll gain: Apache Spark, Machine Learning, Extract, Transform, Load, PySpark, Applied Machine Learning, Generative AI, Supervised Learning, Data Pipelines, Unsupervised Learning, MLOps (Machine Learning Operations), Data Processing, Predictive Modeling, Data Transformation, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      104 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure Machine Learning for Data Scientists

      Skills you'll gain: Predictive Modeling, Unsupervised Learning, Microsoft Azure, Predictive Analytics, Applied Machine Learning, MLOps (Machine Learning Operations), Regression Analysis, Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Supervised Learning, Application Deployment, Data Pipelines

      4.3
      Rating, 4.3 out of 5 stars
      ·
      173 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Battery State-of-Health (SOH) Estimation

      Skills you'll gain: Estimation, Statistical Methods, Electrical Power, Applied Mathematics, Simulation and Simulation Software, Electrical Systems, Mathematical Modeling, Regression Analysis, Embedded Systems, Chemical Engineering, Chemistry, Calculus

      4.7
      Rating, 4.7 out of 5 stars
      ·
      157 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Applied Statistics for Data Analytics

      Skills you'll gain: Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Methods, Descriptive Statistics, Data Analysis, Data Literacy, Box Plots, Correlation Analysis, Histogram, Sampling (Statistics), A/B Testing, Statistical Visualization, Statistical Inference, Probability Distribution, Probability, Generative AI

      4.9
      Rating, 4.9 out of 5 stars
      ·
      32 reviews

      Beginner · Course · 1 - 4 Weeks

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    1…293031…78

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

    • Scikit-Learn to Solve Regression Machine Learning Problems: Coursera Project Network
    • Raising Capital: Credit Tech, Coin Offerings, and Crowdfunding: University of Michigan
    • Principal Component Analysis with NumPy: Coursera Project Network
    • Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University
    • Methods for Quantitative Research in Psychology: American Psychological Association
    • Programming for Python Data Science: Principles to Practice: Duke University
    • Big Data - Capstone Project: University of California San Diego
    • Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
    • Machine Learning with Apache Spark: IBM
    • Microsoft Azure Machine Learning for Data Scientists: Microsoft

    Skills you can learn in Probability And Statistics

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    Regression Analysis (10)
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    Bayesian Statistics (6)
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