Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Operations Management, Generative AI, Informed Consent, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, AI Security, Health Care Procedure and Regulation, Healthcare Ethics, Generative AI Agents, Health Informatics
Universidad de los Andes
Skills you'll gain: Control Systems, Mathematical Modeling, Matlab, Systems Analysis, Simulations, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra
National Taiwan University
Skills you'll gain: Emotional Intelligence, Personal Development, Liberal Arts, Resilience, Self-Awareness, Cognitive flexibility, Relationship Building, Lifelong Learning, Open Mindset, Mindfulness, Adaptability, Curiosity, Stress Management
University of Florida
Skills you'll gain: Lean Methodologies, Patient-centered Care, Patient Safety, Patient Flow, Scientific Methods, Medical Management, Health Systems, Value-Based Care, Kanban Principles, Patient Communication, Continuous Quality Improvement (CQI), Healthcare Industry Knowledge, Care Management, Operating Room (OR), Cleanliness, Business Systems Analysis, Case Studies, Capacity Management
National Taiwan University
Skills you'll gain: Data Structures, Data Visualization Software, Financial Data, Financial Analysis, Data Analysis, Debugging, Programming Principles, Python Programming, Maintainability, Data Validation
Skills you'll gain: Feasibility Studies, Systems Development, Software Development Methodologies, Business Analysis, Software Design, Business Process Modeling, Communication, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management
University of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Computer Programming Tools, Graph Theory, Mathematical Modeling, Python Programming, Biology
Skills you'll gain: Grant Writing, Business Development, Business Strategies, Entrepreneurship, Financial Planning, Financial Management, Proposal Development, Financial Analysis, Mergers & Acquisitions, Loans, Fundraising, Business Communication
The Chinese University of Hong Kong
Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Business Planning, Business Leadership, Business Development, New Product Development, Financial Analysis, Business Strategy, Market Research, Presentations, Growth Strategies, Financial Modeling, Fundraising
Skills you'll gain: Supply Chain Management, Supply Chain Planning, Inventory Management System, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Supplier Management, Risk Mitigation, Transportation, Supply Chain, and Logistics, Automation, Risk Management, Operational Efficiency
Vanderbilt University
Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation
Skills you'll gain: Vibe coding, Microsoft Copilot, GitHub, Code Review, AI Personalization, Prompt Engineering, LLM Application, Integrated Development Environments, Computer Programming Tools, Application Development, Software Development, Web Development
In summary, here are 10 of our most popular applied machine learning courses
- Generative AI-Powered Solutions for Modern Healthcare: Coursera
- Introducción al análisis de sistemas de control con MATLAB: Universidad de los Andes
- 莊子─人情 (Zhuangzi─Between People): National Taiwan University
- Fixing Healthcare Delivery 2.0: Advanced Lean: University of Florida
- 用 Python 做商管程式設計（二）(Programming for Business Computing in Python (2)): National Taiwan University
- Introduction to Systems Analysis: IBM
- Comparing Genes, Proteins, and Genomes (Bioinformatics III): University of California San Diego
- Fundamentals of Funding, with Goldman Sachs 10,000 Women: Goldman Sachs
- Entrepreneurship: The Chinese University of Hong Kong
- AI in Supply Chain Forecasting and Risk Management: Coursera
