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.

Sage Publications
Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations
Beginner · Course · 1 - 4 Weeks

The University of North Carolina at Chapel Hill
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Public Health, Infectious Diseases, Research Design, Community Health, Health Policy, Research Methodologies, Biostatistics, Science and Research, Correlation Analysis, Clinical Trials, Statistical Analysis, Chronic Diseases, Risk Analysis
★ 4.7 (5K) · Mixed · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Game Theory, Mathematical Modeling, Bayesian Statistics, Behavioral Economics, Probability, Economics, Markov Model, Problem Solving, Algorithms, Correlation Analysis, Probability Distribution
★ 4.6 (4.9K) · Beginner · Course · 1 - 3 Months

Sage Publications
Skills you'll gain: Time Series Analysis and Forecasting, Stata, STATA (Software), Forecasting, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Transformation, Statistical Reporting, Statistical Software, Regression Analysis, Statistical Methods, Advanced Analytics, Data Manipulation, Analysis, Data Analysis, Correlation Analysis, Model Evaluation, Structural Analysis, Computer Programming
Intermediate · Course · 1 - 3 Months

Sage Publications
Skills you'll gain: Statistical Reporting, Plot (Graphics), SPSS, Data Visualization, Correlation Analysis, Statistical Visualization, Descriptive Statistics, Regression Analysis, Research Reports, Report Writing, Histogram, Social Sciences, Political Sciences, Data Entry, Data Visualization Software, Scatter Plots, Statistical Inference, Data Analysis, International Relations, IBM Cloud
Beginner · Specialization · 1 - 3 Months
Skills you'll gain: Storyboarding, Wireframing, Information Architecture, Figma (Design Software), User Story, User Experience Design, User Experience, Prototyping, User Interface and User Experience (UI/UX) Design, User Interface (UI), Interaction Design, Persona (User Experience), User Research, Design Elements And Principles
★ 4.9 (9.7K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Autoencoders, Feature Engineering, Dimensionality Reduction, Supervised Learning, Generative AI, Classification Algorithms, Regression Analysis, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Science, Machine Learning, Python Programming
★ 4.6 (3.7K) · Intermediate · Professional Certificate · 3 - 6 Months

University of California San Diego
Skills you'll gain: Apache Spark, Model Evaluation, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Classification Algorithms, Graph Theory, Data Pipelines, Network Model, Model Training, Database Design, Data Modeling, Regression Analysis, Data Mining, Data Management, Data Infrastructure, Data Presentation, Data Processing, MongoDB
★ 4.6 (14K) · Beginner · Specialization · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Regression Analysis, Performance Measurement, Sampling (Statistics), Statistical Analysis, Statistical Inference, Risk Management, Data Analysis, Estimation, Bayesian Statistics, Statistical Methods, Probability & Statistics, Risk Appetite, Statistics, Model Evaluation, Risk Analysis, Systems Of Measurement, Decision Making, Data Management, Leadership and Management, Leadership
Advanced · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Model Evaluation, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Regression Analysis, Machine Learning, Image Analysis, Machine Learning Algorithms, AI Personalization, Model Training, Deep Learning, Transfer Learning, Application Development, Predictive Modeling, Model Deployment, Text Mining, Python Programming, Classification Algorithms
★ 4.6 (14K) · Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Logistic Regression, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Data Literacy, Epidemiology, Medical Science and Research, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Inference, Probability Distribution, Public Health, Statistics
★ 4.8 (2.5K) · Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Deductive Reasoning, Critical Thinking, Logical Reasoning, Computational Logic, Analysis, Probability, Diagram Design, Sampling (Statistics), Persuasive Communication, Verification And Validation, Probability & Statistics, Statistical Inference, Correlation Analysis, Communication, Decision Intelligence, Appeals, Business Communication
★ 4.6 (3.8K) · Beginner · Specialization · 3 - 6 Months