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, Unsupervised Learning, Supervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Probability, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Dimensionality Reduction, Data Mining, Statistical Modeling, Predictive Modeling, Plot (Graphics), Advanced Analytics, Data Analysis, R Programming, Big Data, Logistic Regression, Analytics, Data-Driven Decision-Making, Predictive Analytics, Ggplot2, Visualization (Computer Graphics), Scientific Visualization, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months
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

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