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: Course Development, Public Speaking, Verbal Communication Skills, Constructive Feedback, Education and Training, Teaching, Train The Trainer, Classroom Management, Educational Materials, Instructional Design, Communication, Executive Presence, Communication Strategies, Digital pedagogy, Content Creation, Virtual Environment, Information Architecture, Learning Strategies, Overcoming Obstacles, Digital Transformation
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Wrangling, Data Visualization, Statistical Analysis, Data Processing, Statistics, Analytics, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Pandas (Python Package), Python Programming
★ 4.4 (208) · Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Regression Analysis, Risk Modeling, Estimation, Sampling (Statistics), Risk Management, Statistical Analysis, Analysis, Decision Making, Statistical Inference, Risk Analysis, Statistics, Data Analysis, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Business Metrics, Cost Estimation, Business Analysis, Problem Solving, Business Strategy
Beginner · Specialization · 3 - 6 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics
★ 4.5 (817) · Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Data Storytelling, Predictive Modeling, Data Presentation, Data Governance, Data Visualization, Predictive Analytics, Model Evaluation, Data Management, Business Analytics, Storytelling, Data Literacy, Analytics, Exploratory Data Analysis, Logistic Regression, Data Analysis, Risk Analysis, Data-Driven Decision-Making, Data Cleansing, Data Visualization Software, SQL
★ 4.6 (5.3K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Agentic systems, Agentic Workflows, Predictive Modeling, Predictive Analytics, Microsoft Excel, Spreadsheet Software, Data Ethics, Applied Machine Learning, AI Workflows, Business Analytics, Analytics, Responsible AI, Forecasting, Model Training, Regression Analysis, Machine Learning Methods, Data Preprocessing
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Mechanics, Torque (Physics), Simulation and Simulation Software, Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Engineering Calculations, Automation Engineering, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Engineering, Advanced Mathematics, Algorithms, Physics, Calculus
★ 4.8 (443) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Statistical Programming, Data Visualization Software, Probability & Statistics, Jupyter, Regression Analysis, Statistical Modeling, Descriptive Analytics, Statistical Inference, Correlation Analysis, Probability
★ 4.5 (470) · Mixed · Course · 1 - 3 Months

Queen Mary University of London
Skills you'll gain: Qualitative Research, Proposal Development, Market Research, Research Reports, Data Collection, Research Design, Surveys, Research Methodologies, Analytics, Proposal Writing, Data Analysis, Digital Brand Strategy, Statistical Hypothesis Testing, Survey Creation, Digital Analysis, Statistical Analysis, Correlation Analysis, Business Research, Report Writing, Focus Group
★ 4.7 (1.1K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Keras (Neural Network Library), Deep Learning, Transfer Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Model Optimization, Machine Learning Methods, Image Analysis, Applied Machine Learning, Autoencoders, Model Training, Regression Analysis, Network Architecture, Natural Language Processing, Machine Learning
★ 4.7 (2.1K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Warehousing, Database Design, Business Intelligence Software, Performance Tuning, Business Reporting, Regression Testing, Dashboard, Dashboard Creation, Data Modeling, Database Administration, Data Migration, Verification And Validation, Enterprise Application Management, Data Validation, Star Schema, Data Architecture, Application Deployment, Warehouse Management, Package and Software Management, Data Management
Advanced · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning
★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks