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.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Service Level, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Reinforcement Learning, Data Storytelling, Deep Learning, Computer Vision, Natural Language Processing, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Portfolio Management, Logistic Regression, Data-Driven Decision-Making, Simulations, Descriptive Analytics, Marketing Analytics, Analytics, Operations Research
Earn a degree
Degree · 1 - 4 Years

O.P. Jindal Global University
Skills you'll gain: Correlation Analysis, Research Design, Psychology, Regression Analysis, Social Sciences, Mental Health Diseases and Disorders, Science and Research, Cognitive Behavioral Therapy, Social Skills, Statistical Methods, Research Methodologies, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Childhood Education and Development, Critical Thinking and Problem Solving, Decision Making, Physiology, Personal Development, Culture
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Machine Learning, Data Ethics, Regression Analysis, Dimensionality Reduction, Probability & Statistics, Responsible AI, Image Analysis, Machine Learning Methods, Natural Language Processing, Computer Vision, Embedded Systems, Applied Machine Learning, Linear Algebra, Bayesian Statistics, Scientific Visualization
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: User Story, Software Testing, Test Automation, Version Control, Unified Modeling Language, Git (Version Control System), Continuous Integration, JavaScript Frameworks, Usability, Acceptance Testing, Maintainability, Software Architecture, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Agile Methodology, Regression Testing, Software Design, Angular, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months

DeepLearning.AI
Skills you'll gain: Model Optimization, Machine Learning Methods, Applied Mathematics, Calculus, Applied Machine Learning, Numerical Analysis, Mathematical Modeling, Machine Learning, Data Visualization, Python Programming, Artificial Neural Networks, Deep Learning, Computer Programming, Derivatives
Intermediate · Course · 1 - 4 Weeks