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.

Skills you'll gain: Generative AI, AI Personalization, Prompt Engineering, Web Content, Google Cloud Platform, User Experience, Information Architecture, Content Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Data Ethics, Statistical Hypothesis Testing, Data Presentation, Statistical Machine Learning, Regression Analysis, R (Software), Data Storytelling, Social Network Analysis, Matplotlib, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Development Environment, Scalability, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, Gemini, Data Store, Cloud Applications, OAuth, Data Access, Productivity Software, Performance Metric, Collaborative Software, Identity and Access Management, Data Integration, Search Engine Marketing, Generative AI Agents, Information Architecture, Company, Product, and Service Knowledge
Beginner · Course · 1 - 4 Weeks

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Statistical Programming, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, Acceptance Testing, Software Design, Regression Testing, Agile Methodology, Angular, Usability, Software Engineering, Web Content Accessibility Guidelines, Application Design, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Plot (Graphics), Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Data-Driven Decision-Making, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Data Visualization Software, Statistical Visualization
Credit offered
Mastertrack · 6 - 12 Months

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Calculus, R Programming, Differential Equations, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Combinatorics, Logical Reasoning, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
Earn a degree
Degree · 1 - 4 Years

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, SQL, Data Compilation, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, International Finance
Postgraduate Diploma · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Data Ethics, Image Analysis, Computer Vision, Linear Algebra, Responsible AI, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Natural Language Processing, Probability
Credit offered
Mastertrack · 6 - 12 Months