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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


  • I

    Imperial College London

    Measuring Disease in Epidemiology

    Skills you'll gain: Epidemiology, Diagnostic Tests, Public Health and Disease Prevention, Public Health, Preventative Care, Program Evaluation, Health Assessment, Risk Analysis, Quantitative Research, Correlation Analysis, Health Policy, Research

    ★ 4.8 (804) · Beginner · Course · 1 - 4 Weeks

  • É

    École normale supérieure

    Approximation Algorithms Part I

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Operations Research, Linear Algebra, Applied Mathematics, Mathematical Modeling, Solution Design, Probability

    ★ 4.7 (558) · Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    ★ 4.6 (267) · Advanced · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Fundamentos de estadística aplicada

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Data Literacy, Statistical Methods, Data Analysis, Statistics, Regression Analysis, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference, Analytical Skills, Correlation Analysis

    ★ 4.5 (148) · Intermediate · Course · 1 - 3 Months

  • S

    SAS

    SAS Statistical Business Analyst

    Skills you'll gain: Logistic Regression, Statistical Hypothesis Testing, SAS (Software), Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Analysis, Statistical Modeling, Correlation Analysis, Statistical Software, Statistical Programming, Regression Analysis, Exploratory Data Analysis, Statistical Methods, Plot (Graphics), Statistical Inference, Data Wrangling, Model Training, Data Validation, Big Data

    ★ 4.6 (228) · Intermediate · Professional Certificate · 3 - 6 Months

  • N

    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Applied Mathematics, Business Modeling, Industrial Engineering, Model Optimization, Operations Management, Business Analytics, Inventory Management System, Case Studies, Microsoft Excel, Scheduling, Linear Algebra, Portfolio Management, Facility Management

    ★ 4.8 (585) · Beginner · Course · 1 - 3 Months

  • E

    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Finance, Risk Modeling, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Portfolio Risk and Return Analysis

    Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Investments, Risk Modeling, Financial Modeling, Return On Investment, Financial Analysis, Performance Measurement, Finance, Performance Analysis, Financial Market, Risk Analysis, Performance Metric, Statistical Methods, Probability & Statistics, Statistical Analysis, Correlation Analysis, Asset Management, Capital Markets

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Software Testing

    Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, Test Case, Test Automation, Development Testing, Test Planning, Test Tools, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Script Development, Systems Development Life Cycle, Test Data, Technical Communication

    ★ 4.3 (830) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Precalculus through Data and Modelling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), R Programming, General Mathematics, Data Modeling, Algebra, Systems Of Measurement, Mathematical Software, Correlation Analysis, Regression Analysis, Calculus, Business Mathematics, Geometry

    ★ 4.7 (323) · Beginner · Specialization · 3 - 6 Months

  • N

    New York Institute of Finance

    Using Machine Learning in Trading and Finance

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Applied Machine Learning, Technical Analysis, Machine Learning, Securities Trading, Statistical Machine Learning, Model Training, Market Trend, Market Data, Data Preprocessing, Deep Learning, Python Programming, Feature Engineering, Model Evaluation, Correlation Analysis, Artificial Neural Networks, Performance Metric

    ★ 3.9 (379) · Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Data Analysis with R

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Statistical Analysis, Data Analysis, Model Evaluation, Data Transformation, R Programming, Data Visualization, Regression Analysis, Predictive Modeling, Statistical Methods, R (Software), Data Manipulation, Plot (Graphics), Data Science, Box Plots, Statistical Visualization, Correlation Analysis, Model Training, Tidyverse (R Package)

    ★ 4.7 (371) · Intermediate · Course · 1 - 3 Months

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

  • Measuring Disease in Epidemiology: Imperial College London
  • Approximation Algorithms Part I: École normale supérieure
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Fundamentos de estadística aplicada: Universidad de los Andes
  • SAS Statistical Business Analyst: SAS
  • Operations Research (1): Models and Applications: National Taiwan University
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Portfolio Risk and Return Analysis: EDUCBA
  • Introduction to Software Testing: University of Minnesota
  • Precalculus through Data and Modelling: Johns Hopkins University

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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