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: Generative AI, AI Personalization, Prompt Engineering Tools, Web Content, Web Analytics and SEO, Google Cloud Platform, Information Architecture, User Interface and User Experience (UI/UX) Design, User Experience, Web Development
Beginner · Course · 1 - 4 Weeks

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

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

Google Cloud
Skills you'll gain: Semantic Web, Generative AI, Prompt Engineering, Artificial Intelligence, Natural Language Processing, Information Architecture, Google Cloud Platform, Algorithms
Intermediate · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning Methods, Machine Learning, Natural Language Processing, Applied Machine Learning, Linear Algebra, Semantic Web, Classification And Regression Tree (CART), Machine Learning Algorithms, Statistical Methods, Bayesian Statistics, Scientific Visualization, Unstructured Data, Scikit Learn (Machine Learning Library)
Credit offered
Mastertrack · 6 - 12 Months

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Modeling, SQL, Data Compilation, Economics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Graphing, International Finance
Postgraduate Diploma · 6 - 12 Months

University of California, Berkeley
Skills you'll gain: User Research, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Design Research, Java Programming, Semiconductors, Matplotlib, Pandas (Python Package), Medical Devices, Finite Element Methods, Team Leadership, Energy and Utilities, Control Systems, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Data Mining, Unsupervised Learning, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Probability, Statistical Inference, Statistical Hypothesis Testing, Service Level, Dimensionality Reduction, Data Warehousing, Statistical Machine Learning, Data Pipelines, Performance Testing, Data Science, Bash (Scripting Language), Statistical Methods
Credit offered
Graduate Certificate · 6 - 12 Months

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Application, Database Systems, Data Analysis, Database Management, Database Theory, Databases, Big Data, Machine Learning Algorithms, NoSQL, SQL, Database Management Systems, Deep Learning, Bayesian Statistics, Statistical Inference, Technical Communication, Regression Analysis
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Plot (Graphics), Data Mining, Dimensionality Reduction, Visualization (Computer Graphics), Predictive Analytics, Data Analysis, R Programming, Statistical Modeling, Big Data, Business Intelligence, Data Visualization Software, Predictive Modeling, Data Modeling, Analytics, Advanced Analytics, Regression Analysis, Statistical Visualization, Data-Driven Decision-Making
Credit offered
Mastertrack · 6 - 12 Months

IIT Guwahati
Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Cloud Computing Architecture, Data Warehousing, Database Management, Data Visualization, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, Dimensionality Reduction, Matplotlib, Econometrics, R Programming, Pivot Tables And Charts
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Artificial Neural Networks, Forecasting, Data Mining, Supervised Learning, Exploratory Data Analysis, Probability & Statistics
Mixed · Course · 1 - 4 Weeks