Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.

Skills you'll gain: Generative AI, Web Analytics and SEO, AI Enablement, Web Content, Content Management Systems, AI Personalization, Prompt Engineering, Multimodal Prompts, Google Cloud Platform, Information Architecture, Performance Testing
Beginner · Course · 1 - 4 Weeks

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: 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: 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, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Social Network Analysis, Exploratory Data Analysis, Bayesian Statistics, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing
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, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Spreadsheet Software, Matplotlib, Scatter Plots, Econometrics
Earn a degree
Degree · 1 - 4 Years

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, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, NoSQL, Data Visualization Software, Linear Algebra, Data Governance, Regression Analysis, Data Analysis
Earn a degree
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Probability, 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

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

University of London
Skills you'll gain: Relational Databases, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Simulations, Statistical Inference, Data Literacy, Data Visualization Software, Data Visualization, Statistical Hypothesis Testing, Exploratory Data Analysis, Probability Distribution, SQL, Tableau Software, Data Storytelling, Algebra, Computational Logic, Calculus, Trigonometry, Logical Reasoning
Earn a degree
Degree · 1 - 4 Years