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: Data Analysis, Data Manipulation, Data Wrangling, Data Collection, Data Cleansing, Data Processing, Data Quality, Data Analysis Software, Data Science, Feature Engineering, Data Visualization, Data Presentation, Data Validation, Correlation Analysis, Machine Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: User Experience Design, User Interface and User Experience (UI/UX) Design, Figma (Design Software), Design Thinking, User Experience, User Centered Design, User Interface (UI) Design, Prototyping, Usability Testing, Human Centered Design, Design, Software Testing, Wireframing, White-Box Testing, Quality Assurance, Information Architecture, No-Code Development
Mixed · Course · 1 - 3 Months

Skills you'll gain: Conversion Funnel Analysis, Marketing Analytics, Data-Driven Marketing, Web Analytics, Digital Analysis, Customer Analysis, Marketing Automation, Customer Insights, Correlation Analysis, Statistical Methods, Statistical Analysis, Web Analytics and SEO, Decision Intelligence, System Monitoring, Model Evaluation, Continuous Monitoring, Quality Assessment, Data Validation, Verification And Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Predictive Modeling, Transfer Learning, Model Training, Image Analysis, Model Deployment, Keras (Neural Network Library), Applied Machine Learning, Software Installation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Lean Six Sigma, Pareto Chart, Six Sigma Methodology, Statistical Process Controls, Regression Analysis, Quality Improvement, Generative AI, Quality Monitoring, Quality Management, Process Improvement, ChatGPT, Customer Analysis, Data Analysis, Lean Methodologies, Customer Insights, Statistical Analysis, Data-Driven Decision-Making, Statistical Methods
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Strategic Decision-Making, Financial Market, Decision Making, Investments, Asset Management, Market Data, Financial Forecasting, Risk Modeling, Capital Markets, Fiscal Management, Economics, Forecasting, Risk Management, Financial Policy, Financial Analysis, Economic Development, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Mathematics and Mathematical Modeling, Trigonometry, Programming Principles, Functional Design, Code Reusability, Data Manipulation, Computational Logic, Linear Algebra, Arithmetic, Data Analysis, Analysis, Operations, Data Modeling, Decision Making
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Technical Documentation, Document Management, Taking Meeting Minutes, Content Management, Project Documentation, Document Control, Knowledge Transfer, Technical Writing, Content Management Systems, Content Development and Management, Information Architecture, Technical Communication, Content Optimization, Content Strategy, Collaborative Software, Content Creation, Usability, Quality Assurance
Intermediate · Course · 3 - 6 Months

O.P. Jindal Global University
Build toward a degree
Beginner · Course · 3 - 6 Months

Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Failure Analysis, Electrical and Computer Engineering, Biological Engineering, Process Modeling, Hazard Analysis, Simulations, Verification And Validation
Build toward a degree
Intermediate · Course · 1 - 3 Months