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.

Creo Incubator
Skills you'll gain: Data Storytelling, Storytelling, Sales Presentation, Brand Strategy, Presentations, Oral Expression, Sales Presentations, Concision, Public Speaking, Drive Engagement, Persuasive Communication, Verbal Communication Skills, Driving engagement, Communication, Entrepreneurship, Influencing
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)
Beginner · Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Skills you'll gain: Data Storytelling, Business Analytics, Data Visualization Software, Analytical Skills, Exploratory Data Analysis, Data Quality, Data Analysis, Data-Driven Decision-Making, Extract, Transform, Load, Analytics, Data Manipulation, Descriptive Statistics, Data Processing, SQL, Python Programming, Application Programming Interface (API)
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Oracle Databases, Data Import/Export, Data Integration, Identity and Access Management, Google Cloud Platform, Extract, Transform, Load, Role-Based Access Control (RBAC), Query Languages, SQL, Database Management, Data Architecture, Database Design, Database Architecture and Administration, Data Sharing, Cloud Computing Architecture, Real Time Data, Capacity Management
Intermediate · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Writing, Writing and Editing, Storytelling, Peer Review
Beginner · Course · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Large Language Modeling, Financial Trading, Applied Machine Learning, Financial Market, Asset Management, Machine Learning Methods, Autoencoders, LLM Application, Statistical Machine Learning, Machine Learning, Portfolio Management, Model Optimization, Deep Learning, Dimensionality Reduction, Artificial Intelligence, Financial Analysis, Risk Management
Intermediate · Course · 1 - 3 Months

University of Copenhagen
Skills you'll gain: International Relations, Climate Change Adaptation, Political Sciences, Environmental Issue, Environmental Policy, Advocacy, Climate Change Mitigation, Policy Analysis, Social Justice, Sustainable Development, Community Organizing, Environment, Lobbying, Diplomacy, Public Policies, Innovation, Governance
Mixed · Course · 1 - 3 Months

Skills you'll gain: Lean Manufacturing, Lean Methodologies, Process Mapping, Process Improvement and Optimization, Lean Six Sigma, Process Optimization, Process Improvement, Process Analysis, Business Process Improvement, Six Sigma Methodology, Business Process, Operational Efficiency, Quality Improvement, Process Design, Production Process, Continuous Improvement Process, Waste Minimization, Root Cause Analysis, Organizational Skills
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Business Modeling, Customer Analysis, Financial Modeling, Entrepreneurship, Business Planning, Corporate Strategy, Customer Insights, Value Propositions, New Business Development, Target Market, Persona Development, User Research, Strategic Partnership, Sustainable Business, Customer Relationship Management, Product Development, Innovation, Product Strategy, Market Analysis, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Identity and Access Management, Google Cloud Platform, Microsoft Azure, Azure Active Directory, Cloud Management, User Provisioning, Cloud Infrastructure, Virtual Private Networks (VPN), Hybrid Cloud Computing, Virtual Networking, Active Directory, User Accounts, Network Security, Firewall, Network Routing, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI Agents, Prompt Engineering Tools, Generative AI, ChatGPT, Self Service Technologies, Customer Service, AI Personalization, Content Performance Analysis, Customer Support, Customer Communications Management, Customer Inquiries, AI Workflows, Customer experience improvement, Customer and Client Support, Microsoft Copilot, Customer Insights, AI Integrations, Customer Relationship Management
Beginner · Course · 1 - 4 Weeks