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: Git (Version Control System), Version Control, Collaborative Software, Application Programming Interface (API)
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Meta Ads Manager, Facebook, Advertising Campaigns, Social Media Campaigns, Lead Generation, Campaign Planning, Social Media, Online Advertising, Social Media Marketing, Digital Advertising, Campaign Management, Advertising
★ 4.6 (11) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Context Engineering, Retrieval-Augmented Generation, AI Orchestration, LLM Application, Prompt Engineering, Responsible AI, Generative AI Agents, Model Context Protocol, Context Management, Prompt Engineering Tools, Agentic Workflows, Token Optimization, OpenAI, Agentic systems, AI Security, Large Language Modeling, Hardening, Systems Architecture, Software Architecture, Python Programming
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Sales Pipelines, AI Personalization, Sales Management, Sales Process, Sales, Sales Strategy, Anthropic Claude, Sales Development, Customer Engagement, Responsible AI, General Sales Practices, Lead Generation, Generative AI, ChatGPT, AI Integrations, Forecasting, Business Ethics, Customer Insights
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Infrastructure As A Service (IaaS), Service Level Agreement, Cloud Deployment, Platform As A Service (PaaS), Software As A Service, Cloud Infrastructure, Cloud Services, Cloud Computing, Cloud Technologies, Cloud Computing Architecture, Cloud Platforms, Public Cloud, Application Development, Application Deployment, Cloud Applications, Cloud Solutions, Amazon Web Services, Private Cloud, Service Level, Business Software
★ 4.6 (98) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Competitive Analysis, Business Strategy, Strategic Thinking, Market Analysis, Competitive Intelligence, Case Studies, Corporate Strategy, Customer Analysis, Market Dynamics, Market Opportunities, Strategic Planning, New Business Development, Supplier Management, Entrepreneurship, Leadership
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Anomaly Detection, Command-Line Interface
Intermediate · Course · 1 - 3 Months

Skills you'll gain: ChatGPT, Prompt Engineering Tools, Software Documentation, Prompt Engineering, Prompt Patterns, Test Automation, Docker (Software), AI Integrations, Technical Documentation, Software Design, API Design, AI literacy, Unit Testing, Application Programming Interface (API), Application Development, Technical Communication
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Slack (Software), Workflow Management, Agile Project Management, Agile Methodology, Scrum (Software Development), Business Process Automation, Verification And Validation, Process Improvement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Presentation, Data Visualization, Plot (Graphics), Statistical Visualization, Data-Driven Decision-Making, Dashboard Creation, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Containerization, Docker (Software), Application Deployment, Cloud Platforms, Cloud Deployment, Cloud Applications, Kubernetes, Amazon Web Services, Cloud Computing, Development Environment, Continuous Deployment, CI/CD, Continuous Integration, DevOps, Scalability, Test Automation
Intermediate · Course · 1 - 4 Weeks