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.

Pontificia Universidad Católica de Chile
Skills you'll gain: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Matplotlib, Exploratory Data Analysis, Supervised Learning, Data Visualization, Dimensionality Reduction, Descriptive Analytics, Plot (Graphics), Data Analysis, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Science, Regression Analysis, Applied Machine Learning, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months

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, Statistical Visualization, Theoretical Computer Science, Logical Reasoning, Bayesian Statistics, Python Programming, Advanced Mathematics, Data Analysis, Mathematical Modeling, Numerical Analysis
Earn a degree
Degree · 1 - 4 Years

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

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