Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.

Skills you'll gain: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Entrepreneurial Finance, Finance, Entrepreneurship, Corporate Finance, Capital Markets, Environmental Social And Corporate Governance (ESG), Social Impact, Investments, Return On Investment, Fiscal Management, Financial Management, Stakeholder Engagement, Strategic Partnership, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: API Design, API Gateway, Restful API, Application Programming Interface (API), Test Automation, Postman API Platform, Data Mapping, Application Deployment, Scripting, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, Cloud API, API Testing, Architectural Design, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 3 - 6 Months

Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Computer Graphics, Digital Assets, Design Software, User Experience Design, Experience Design, Graphical Tools, Course Development, User Interface and User Experience (UI/UX) Design, Predictive Modeling, Control Panels, Asset Management, Geometry, User Interface (UI) Design, Research and Design
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Database Administration, Programming Principles, Computer Programming, Artificial Intelligence, Cloud Services, Network Security
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: AI Enablement, Data Ethics, Large Language Modeling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Brand Strategy, Portfolio Management, Web Presence, Branding, Web Content, Professional Networking, Digital Brand Strategy, Web Design and Development, Content Management Systems, Personal Development, Layout Design, Usability Testing, Goal Setting, User Experience, Graphic and Visual Design
Beginner · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Sampling (Statistics), Statistical Inference, Statistics, Data Analysis, Analysis, Descriptive Statistics, Probability, Scientific Methods, Analytical Skills, Regression Analysis
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Program Development, Computational Logic, Data Management, Functional Design, Computational Thinking, Jupyter, Development Environment
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Content Scheduling, Social Media Marketing, Content Performance Analysis, Driving engagement, Social Media Campaigns, Social Media Analytics, Drive Engagement, Content Optimization, Video Production, Photo/Video Production and Technology, Workflow Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Angular, Responsive Web Design, HTML and CSS, Web Design and Development, JavaScript Frameworks, Web Applications, Hypertext Markup Language (HTML)
Beginner · Guided Project · Less Than 2 Hours