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: Information Architecture, User Experience, Human Centered Design, User Experience Design, User Centered Design, User Interface and User Experience (UI/UX) Design, Content Management, Web Design, Design, Design and Product, Data Architecture, UI/UX Research, Product Design, Business Planning, Data Management, Web Applications
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Logical Reasoning, Data Analysis, Deductive Reasoning, Analytical Skills, Analysis, Experimentation, Critical Thinking, Data Literacy, Critical Thinking and Problem Solving, Statistical Methods, Bayesian Statistics, Science and Research, Research Design, Behavioral Economics, Decision Making, Cognitive flexibility, Regression Analysis, Statistical Inference, Forecasting, Adaptability
Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Mathematical Modeling, Calculus, Physics, Integral Calculus, Graphing, Mechanics, Linear Algebra, Derivatives
Mixed · Course · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling
Advanced · Course · 1 - 4 Weeks
The Hong Kong University of Science and Technology
Skills you'll gain: Structural Engineering, Structural Analysis, Torque (Physics), Mechanics, Engineering Calculations, Mechanical Engineering, Civil Engineering, Mechanical Design, Engineering Analysis, Engineering, Engineering Drawings, Physics, Linear Algebra, Geometry, Trigonometry, Integral Calculus
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Investment Management, Finance, Investments, Business Valuation, Portfolio Management, Financial Modeling, Financial Market, Equities, General Finance, Return On Investment, Regression Analysis, Portfolio Risk, Asset Management, Microsoft Excel, Risk Analysis, Performance Analysis, Cash Flows
Build toward a degree
Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Science and Research, Scientific Methods, Statistical Methods, Data Analysis Software, Model Optimization, Statistical Software, Mathematical Software, Design Strategies, Sampling (Statistics), Simulations, Probability & Statistics, Statistical Modeling, Statistical Inference, Statistical Hypothesis Testing, Variance Analysis
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: FinTech, Fundraising and Crowdsourcing, Banking Services, Financial Inclusion, Fundraising, Banking, Capital Markets, Consumer Lending, Blockchain, Credit Risk, Financial Services, Loans, Entrepreneurial Finance, General Lending, Securities (Finance), Risk Analysis, Logistic Regression
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Transfer Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, Keras (Neural Network Library), Model Evaluation, Model Training
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Model Evaluation, Classification And Regression Tree (CART), Data Ethics, Applied Machine Learning, Model Training, Unsupervised Learning, Convolutional Neural Networks, Random Forest Algorithm, Data Preprocessing, Data Analysis, Regression Analysis, Responsible AI, Recurrent Neural Networks (RNNs), Data Collection, Compliance Training, Regulatory Compliance, Test Tools, Learning Strategies, Test Planning, Goal Setting
Intermediate · Professional Certificate · 3 - 6 Months

Universidad Austral
Skills you'll gain: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Analytics, Statistics, Risk Modeling, Sampling (Statistics), Microsoft Excel, Sample Size Determination, Data Analysis, Statistical Methods, Risk Management, Probability, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Statistical Reporting, Quantitative Research, Data Science
Beginner · Course · 1 - 4 Weeks