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: Product Management, Product Lifecycle Management, Technical Product Management, Product Planning, Product Marketing, Product Strategy, Product Improvement, Financial Statement Analysis, Profit and Loss (P&L) Management, Financial Analysis, Stakeholder Management, Product Development, People Management, Advertising Sales, Leadership Studies, Financial Statements, Leadership and Management, Stakeholder Engagement, Cost Benefit Analysis, Go To Market Strategy
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, AI Orchestration, Model Deployment, Automation, No-Code Development, AI Integrations, Prompt Engineering, Process Optimization, System Monitoring, Performance Analysis, Performance Management
★ 4.5 (8) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Performance Tuning, Scalability, Dataflow, Data Pipelines, Real Time Data, System Monitoring, Problem Management, Data Processing, Query Languages, System Configuration, Data Storage
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Employee Engagement, Organizational Leadership, Leadership Development, Professional Development, Leadership, Motivational Skills, Culture Transformation, Workforce Development, Team Building, Personal Development, Goal Setting, Self-Awareness, Driving engagement, Resilience, Stress Management
★ 4.7 (29) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: System Monitoring, Shell Script, Bash (Scripting Language), User Accounts, Linux Commands, Linux, Systems Administration, Linux Administration, User Provisioning, Operating System Administration, Network Troubleshooting, System Configuration, File Management, File Systems, Command-Line Interface, Remote Access Systems, Network Administration, Software Installation, Virtualization and Virtual Machines, Virtual Machines
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Algorithms, Programming Principles, Computational Thinking, Program Development, Computer Programming, Code Review, Software Documentation
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Persuasive Communication, Non-Verbal Communication, Target Audience, Rapport Building, Influencing, Project Management Institute (PMI) Methodology, Executive Presence, Program Management, Constructive Feedback, Accountability Frameworks, Stakeholder Communications, Project Management, Communication, Leadership, Public Speaking, Team Building, Presentations, Strategic Communication, Emotional Intelligence, Virtual Teams
★ 4.8 (12) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Decision Intelligence, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Analytical Skills, Portfolio Management, Interviewing Skills, Data Analysis, Predictive Modeling, Data Presentation, Business Writing, Goal Setting, Artificial Intelligence, Business Communication, Strategic Communication, Stakeholder Communications, Machine Learning, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Materials, Presentations, Marketing Collateral, Social Media Content, Content Creation, Promotional Materials, Brand Awareness, Marketing Design, Email Marketing, Social Media Marketing, Graphic Design, Branding, User Accounts, Business Communication
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Amazon Bedrock, Prompt Engineering Tools, Generative Model Architectures, Model Evaluation, Machine Learning Methods, Large Language Modeling, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training, AI Integrations
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Hadoop, Data Import/Export, HR Tech, People Analytics, Big Data, Data Pipelines, Data Storage, Data Processing, Authentications, Data Migration, SQL, Analytics, Database Management, Data Quality, Performance Tuning, Scalability, Data Security
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risk Management, Cyber Risk, Threat Management, Risk Management Framework, Security Management, Vulnerability Management, IT Management, Risk Mitigation, Cybersecurity, Operational Risk, Cyber Security Strategy, Security Controls, Information Technology
Beginner · Course · 1 - 3 Months