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: Descriptive Analytics, Business Analytics, Model Evaluation, Plot (Graphics), Logistic Regression, Data Mining, Dimensionality Reduction, Visualization (Computer Graphics), Big Data, Analytics, Scientific Visualization, R Programming, Data Management, Statistical Modeling, Data-Driven Decision-Making, Data Visualization Software, Predictive Modeling, Predictive Analytics, Data Modeling, Data Analysis
Credit offered
Mastertrack · 6 - 12 Months

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Inference, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Demography, International Finance
Postgraduate Diploma · 6 - 12 Months
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, 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

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, Unsupervised Learning, Database Management Systems, Statistical Methods, Data Wrangling, Theoretical Computer Science, 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 California, Berkeley
Skills you'll gain: User Research, Medical Imaging, File I/O, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Sustainable Engineering, Structural Engineering, Vibrations, Linear Algebra
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Classification And Regression Tree (CART), Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Statistical Methods, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
Earn a degree
Degree · 1 - 4 Years

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

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
Earn a degree
Degree · 1 - 4 Years

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

IIT Guwahati
Skills you'll gain: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Java Programming, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Econometrics, Spreadsheet Software, Matplotlib
Earn a degree
Degree · 1 - 4 Years

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