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.

Google Cloud
Skills you'll gain: Google Gemini, Data Store, OAuth, Application Deployment, Productivity Software, Data Access, Data Sharing, Application Programming Interface (API), Identity and Access Management, Information Architecture, Search Engine Marketing
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Interactive Design, Canva (Software), Digital Design, User Experience, Information Architecture, Browser Compatibility, Graphic and Visual Design, Typography, Design Strategies, Color Theory, Design Elements And Principles, Quality Assurance
Beginner · Course · 1 - 4 Weeks

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

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 Leeds
Skills you'll gain: Data Ethics, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Planning, Applied Machine Learning, Data Visualization, Data Manipulation, Data Analysis, Unsupervised Learning, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Exploratory Data Analysis, Dimensionality Reduction, Data Warehousing, Regression Analysis, Classification And Regression Tree (CART), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 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

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised 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 Machine Learning, Statistical Methods, Predictive Modeling, Bayesian Statistics, Scientific Visualization
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, Data Warehousing, Database Management, Data Visualization, Cloud Computing Architecture, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Dimensionality Reduction, Matplotlib, Econometrics, R Programming
Earn a degree
Degree · 1 - 4 Years

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

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