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: Development Environment, Scalability, Performance Tuning
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: Google Gemini, Google Workspace, Application Deployment, OAuth, AI Enablement, Email Automation, Enterprise Application Management, Identity and Access Management, Productivity Software, Collaborative Software, Application Programming Interface (API), Internal Communications, Data Store, Information Architecture
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 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, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Data Presentation, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Time Series Analysis and Forecasting, Project Risk Management, Artificial Intelligence, Deep Learning, Linear Algebra, Model Deployment, Control Systems
Earn a degree
Degree · 1 - 4 Years

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

University of Huddersfield
Skills you'll gain: Exploratory Data Analysis, Graph Theory, Descriptive Statistics, Linear Algebra, Correlation Analysis, Box Plots, Integral Calculus, Matplotlib, Calculus, Computational Logic, Differential Equations, Theoretical Computer Science, Data Visualization Software, Applied Mathematics, Combinatorics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Social Network Analysis, Statistical Hypothesis Testing, Matplotlib, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Statistical Modeling, File I/O, Data Preprocessing
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