Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

University of Michigan
Skills you'll gain: Manufacturing Operations, Digital Transformation, Digital Assets, Technology Strategies, Business Transformation, Internet Of Things, Simulations, Computing Platforms, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Trend Analysis, Risk Analysis, Business, Systems Integration, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), Statistical Machine Learning, Object Oriented Design, Machine Learning Methods, Plot (Graphics), Data Visualization, Seaborn, Flask (Web Framework), Web Development, Computer Programming, Artificial Intelligence and Machine Learning (AI/ML), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Back-End Web Development, Pandas (Python Package), Probability & Statistics, Application Development, Data Manipulation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Continuous Delivery, Devops Tools, Data Persistence, Software Architecture, WordPress, Data Storage, Virtual Networking, Back-End Web Development, Configuration Management, Spring Boot, MySQL, Data Management, Software Installation, Front-End Web Development
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, OpenAI API, Model Deployment, OpenAI, AI Integrations, Tool Calling, LLM Application, Enterprise Application Management, OAuth, Model Context Protocol, Prompt Engineering, Performance Tuning, Real Time Data, Interoperability, Prompt Patterns, Application Deployment
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Lean Six Sigma, Process Improvement and Optimization, Six Sigma Methodology, Process Mapping, Process Improvement, Process Analysis, Quality Improvement, Business Process Improvement, Business Process, Lean Methodologies, Continuous Improvement Process, Lean Manufacturing, Process Management, Waste Minimization, Statistical Analysis, Process Flow Diagrams, Quality Management, Operational Efficiency, Statistical Process Controls, Quality Monitoring
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Lean Six Sigma, Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Improvement and Optimization, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Statistical Methods, Process Capability, Quality Management, Statistical Analysis, Quality Monitoring, Quality Assessment, Statistical Modeling
Mixed · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Sustainability Standards, Ethical Standards And Conduct, Business Strategies, Supply Chain, Social Impact, Environmental Issue, Strategic Planning, Organizational Structure
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Cryptography, Cryptographic Protocols, Data Integrity, Encryption, Authentications, Data Security, Data Encryption Standard, Advanced Encryption Standard (AES), Digital Communications
Intermediate · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Regulatory Compliance, Law, Regulation, and Compliance, Compliance Training, Compliance Management, Legal Risk, Regulation and Legal Compliance, Data Ethics, Data Governance, Data Security, Data Management, Data Integrity, Data Processing, Accountability
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Case Studies, Manufacturing Processes, Manufacturing and Production, Manufacturing Operations, Business Transformation, Technology Strategies, Digital Transformation, Technology Roadmaps, Emerging Technologies, Strategic Partnership, Cost Benefit Analysis, Business Strategy, Market Opportunities, Stakeholder Analysis, Risk Analysis, Prototyping, System Implementation
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Balance Sheet, Sales Process, Business Management, Logistics Management, Marketing, Advertising, Marketing Strategies, Process Design, Business Economics, Lean Methodologies
Beginner · Course · 1 - 4 Weeks