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: Large Language Modeling, LangChain, NoSQL, Database Systems, Databases, Query Languages, OpenAI, Data Management, Linear Algebra, Development Environment, Unstructured Data, Scalability, Data Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods, Exploratory Data Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Business Reporting, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Quantitative Research, Data-Driven Decision-Making, Health Informatics, Business Process Automation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Wireframing, User Experience Design, User Interface and User Experience (UI/UX) Design, User Centered Design, Mockups, Information Architecture, Application Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Torque (Physics), Unity Engine, Scripting, User Interface (UI), Responsive Web Design, User Interface (UI) Design, Object Oriented Programming (OOP), C# (Programming Language), Game Design, Animation and Game Design, Animations, Interactive Design, Event-Driven Programming, Video Game Development, Computer Graphics, Linear Algebra, Simulations, Debugging, Physics
Beginner · Specialization · 1 - 3 Months

Northwestern University
Skills you'll gain: Mechanics, Torque (Physics), Automation Engineering, Mathematical Modeling, Mathematical Software, Engineering Analysis, Engineering Calculations, Applied Mathematics, Trigonometry, Linear Algebra, Spatial Analysis
Intermediate · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Programming Principles, Data Manipulation, Engineering Calculations, Linear Algebra, Data Structures, Development Environment
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Time Series Analysis and Forecasting, Correlation Analysis, Text Mining, Probability Distribution, Data Analysis, Network Analysis, Feature Engineering, Probability, Data Structures, Statistics, Data Visualization, Data Processing, Data Cleansing, Natural Language Processing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Content Development and Management, Content Strategy, Content Performance Analysis, Target Audience, Production Planning, Scheduling, Project Planning, Content Marketing, Media Planning, Content Management, Production Schedule, Driving engagement, Organizational Skills, Workflow Management, AI Product Strategy, Information Architecture, Marketing Channel
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, No-Code Development, User Interface and User Experience (UI/UX) Design, User Experience Design, Web Design, Web Content, Information Architecture
Intermediate · Course · 1 - 4 Weeks