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.

DeepLearning.AI
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Project Schedules, Project Management Software, Workflow Management, Dashboard, Real Time Data, Timelines, Kanban Principles, Database Software, Project Management, Data Sharing, Stakeholder Communications, Leadership, Problem Solving
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Computational Thinking, Python Programming, Scripting, Computer Programming, Programming Principles, Software Development
Beginner · Guided Project · Less Than 2 Hours

O.P. Jindal Global University
Skills you'll gain: Financial Market, Capital Markets, Financial Systems, Securities (Finance), Banking, Financial Policy, Finance, Equities, Economics, Financial Regulation, Public Administration, Commercial Banking, Budget Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Food Safety and Sanitation, Food and Beverage, Legal Risk, Cleanliness, Restaurant Management, Restaurant Operation, Training Programs, Compliance Management, Food Quality Assurance And Control, Regulatory Compliance, Employee Training, Health And Safety Standards, Hazard Analysis, Risk Analysis, Risk Management
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Postpartum Care, Child Health, Infant Care, Maternal Health, Health Assessment, Family Support, Parent Communication, Child Development, Diversity Awareness, Mental Health, Relationship Building
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Docker (Software), Containerization, Restful API, User Interface (UI), HTML and CSS, Node.JS, MongoDB, Database Management, Databases, JavaScript Frameworks, Web Applications, Web Development, Web Development Tools, Back-End Web Development, Full-Stack Web Development, Application Development, Javascript, GitHub
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado System
Skills you'll gain: Pain Management, Hospice, Patient Evaluation, Respiratory Care, Psychiatric Assessments, Clinical Assessment, Caregiving, Mental Health Diseases and Disorders, Patient Education And Counseling, Geriatrics, Nutrition and Diet, Pharmacology
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Real Time Data, Apache Spark, Cloud Computing, Apache Hadoop, Cloud Applications, Cloud Infrastructure, Data Processing, Data Capture, Big Data, Distributed Computing
Mixed · Course · 1 - 3 Months

Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Cultural Diversity, Empathy, Law, Regulation, and Compliance, Security Awareness, Advocacy, Professionalism, Conflict Management, Accountability, Investigation
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Mining, Data Science, Data Modeling, Big Data, Analytical Skills, Unstructured Data, Data Preprocessing, Data Quality, Data Collection, Model Evaluation, Technical Communication, Technical Writing
Build toward a degree
Intermediate · Course · 1 - 4 Weeks