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.

Coursera
Skills you'll gain: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Data Analysis Software, Data Transformation, Statistical Analysis, Correlation Analysis, Graphing
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Virtual Environment, 3D Assets, Visualization (Computer Graphics), Computer Graphics, Linear Algebra, Animations, Programming Principles, Simulations, User Interface (UI), Scripting Languages, Computational Logic
Mixed · Course · 1 - 3 Months

Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C++ (Programming Language), Mathematical Theory & Analysis, Applied Mathematics, Algebra
Mixed · Course · 1 - 4 Weeks

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

Coursera
Skills you'll gain: Storytelling, Case Studies, Canva (Software), Planning, Information Architecture, Digital Design, Visual Design, Content Creation, Portfolio Management, Target Audience, Design Strategies, Layout Design, Goal Setting, User Experience Design, User Centered Design, Graphic and Visual Design
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, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Planning, Applied Machine Learning, Data Manipulation, Data Analysis, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

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

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Database Management, Web Services, Data Ethics, Supervised Learning, Apache Spark, Bayesian Statistics, Data Visualization Software, Predictive Modeling, Linear Algebra, Model Evaluation, Data Literacy, Data Governance, Regression Analysis, Data Modeling, Data Analysis
Earn a degree
Degree · 1 - 4 Years