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.

Rutgers the State University of New Jersey
Skills you'll gain: Supply Chain Management, Manufacturing Operations, Operations Management, Business Operations, Inventory Management System, Operational Efficiency, Logistics, Internal Communications, Analysis, Working Capital, Process Improvement, Financial Analysis, Lean Six Sigma, Complex Problem Solving
Advanced · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Classification Algorithms, Network Architecture
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Asset Management, Budgeting, Small Business Accounting, Expense Management, Accounting, Financial Analysis, Cost Accounting, Financial Accounting, Financial Reporting, Financial Statements, Financial Forecasting, Business Planning, Business Operations, Communication Strategies
Beginner · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Marketing Planning, Marketing Strategies, Marketing Effectiveness, Business Planning, Marketing Management, Customer Retention, Marketing Communications, Brand Strategy, Product Strategy, Business Strategies, Customer Acquisition Management, Marketing Budgets, Market Analysis, Customer Analysis, Competitive Analysis, Brand Awareness, Key Performance Indicators (KPIs), Smart Goals, Business Metrics, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: React Native, Mobile Development, iOS Development, Android Development, UI Components, Cross Platform Development, React Redux, Application Development, React.js, Development Environment, Debugging, Context Management, Software Development, Data Persistence, Performance Tuning, Data Validation
Intermediate · Course · 1 - 3 Months

Case Western Reserve University
Skills you'll gain: Coaching, Leadership Development, Initiative and Leadership, Leadership, Influencing, Strategic Leadership, People Development, Professional Development, Organizational Leadership, Leadership and Management, Team Leadership, Visionary, Emotional Intelligence, Personal Development, Goal Setting, Relationship Building
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Infrastructure as Code (IaC), User Provisioning, Verification And Validation, User Accounts, Multi-Tenant Cloud Environments, Test Case, Secure Coding, Data Structures
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: MySQL Workbench, Database Design, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Data Import/Export
Beginner · Guided Project · Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Virtual Teams, Telecommuting, Interpersonal Communications, Trustworthiness, Collaboration, Team Building, Social Skills, Rapport Building, Communication, Teamwork, Relationship Building, Team Leadership, Leadership, Leadership Development, Expectation Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace
Beginner · Guided Project · Less Than 2 Hours

Indian Institute of Technology Guwahati
Skills you'll gain: User Research, Persona (User Experience), User Experience Design, User Experience, Interaction Design, Information Architecture, Wireframing, User Centered Design, Qualitative Research, User Feedback, User Interface (UI), Usability, Human Computer Interaction, Usability Testing, User Flows, User Interface (UI) Design, Ideation, Research Methodologies, Focus Group, Surveys
Beginner · Specialization · 3 - 6 Months

Ball State University
Skills you'll gain: Program Development, Data Analysis, Programming Principles, Statistical Analysis, Computer Programming, Analytics, Python Programming, Data Analysis Software, Natural Language Processing, Scripting, Descriptive Statistics, NumPy, Algorithms, Scripting Languages, Debugging
Build toward a degree
Beginner · Course · 1 - 3 Months