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: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, Gemini, Data Store, Cloud Applications, OAuth, Data Access, Productivity Software, Performance Metric, Collaborative Software, Identity and Access Management, Data Integration, Search Engine Marketing, Generative AI Agents, Information Architecture, Company, Product, and Service Knowledge
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Information Architecture, User Experience, Content Management, Usability, UI/UX Research, Usability Testing, Design Research, User Centered Design, User Research, Statistical Analysis, Content Strategy, Goal Setting, Sample Size Determination
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Development Environment, Scalability, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Gemini, Google Workspace, Collaborative Software, OAuth, Enterprise Application Management, Identity and Access Management, AI Enablement, LLM Application, Application Deployment, Information Architecture, Application Programming Interface (API), Data Store
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, AI Personalization, Prompt Engineering, Web Content, Google Cloud Platform, User Experience, Information Architecture, Content Management
Beginner · Course · 1 - 4 Weeks

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

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

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