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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


  • C

    Codio

    Data Science and Analysis Tools - from Jupyter to R Markdown

    Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming

    4 stars, 26 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (26) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidade de São Paulo

    Mapas conceituais para aprender e colaborar

    Skills you'll gain: Lifelong Learning, Learning Strategies, Peer Review, Collaborative Software, Diagram Design, Collaboration, Information Architecture, Community Development, Team Collaboration, Constructive Feedback

    4.9 stars, 412 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (412) · Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Applied Data Analytics

    Skills you'll gain: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping

    4.6 stars, 59 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (59) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    3.9 stars, 15 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (15) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Precalculus Review

    Skills you'll gain: Data Modeling, Graphing, Mathematical Modeling, Algebra, Trigonometry, Linear Algebra, Calculus, General Mathematics, Mathematical Software, Applied Mathematics, Geometry

    4.8 stars, 123 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    4.7 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (48) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • I

    Imperial College London

    Introduction to Android graphics

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Android Development, Computer Graphic Techniques, Android Studio, Virtual Reality, Animations, Color Theory, Linear Algebra

    4.2 stars, 73 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (73) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Financial Modeling, Return On Investment, Risk Modeling, Estimation, Statistical Methods, Bayesian Statistics, Python Programming, Risk Analysis, Correlation Analysis, Time Series Analysis and Forecasting

    4.7 stars, 514 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (514) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Software, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives

    4.8 stars, 392 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (392) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design

    3.3 stars, 107 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.3 (107) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Combining and Analyzing Complex Data

    Skills you'll gain: Data Synthesis, Statistical Analysis, Data Analysis Software, Statistical Software, STATA (Software), R (Software), Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Statistical Modeling, Statistical Methods, Descriptive Statistics, Regression Analysis, Logistic Regression, Informed Consent

    4.2 stars, 70 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.2 (70) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Washington

    Practical Predictive Analytics: Models and Methods

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Data Science, Machine Learning Methods, Predictive Analytics, Applied Machine Learning, Analytics, Data Analysis, R Programming, Model Optimization, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning, Statistics, Graph Theory, Classification Algorithms, Network Analysis, Big Data

    4.1 stars, 325 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.1 (325) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular linear regression courses

  • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
  • Mapas conceituais para aprender e colaborar: Universidade de São Paulo
  • Applied Data Analytics: Edureka
  • Quantitative Finance & Risk Modeling: Coursera
  • Calculus through Data & Modeling: Precalculus Review: Johns Hopkins University
  • Approximation Algorithms Part II: École normale supérieure
  • Introduction to Android graphics: Imperial College London
  • Advanced Portfolio Construction and Analysis with Python: EDHEC Business School
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • Causal Inference: Columbia 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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