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.

Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Prompt Engineering, Amazon Bedrock, AWS SageMaker, AI Workflows, Agentic systems, AI Enablement, AI Product Strategy, Generative AI Agents, Amazon Web Services, AI Orchestration, Application Programming Interface (API), Application Development, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Solution Architecture, Data Management
Beginner · Professional Certificate · 1 - 3 Months

Skills you'll gain: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, AI Workflows, Application Deployment, Kubernetes, Agentic Workflows, Azure Active Directory, System Monitoring, LangChain, Generative AI Agents, Microservices, Microsoft Azure, Artificial Intelligence, Distributed Computing, Serverless Computing, Natural Language Processing, Reinforcement Learning
Intermediate · Professional Certificate · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
Intermediate · Specialization · 3 - 6 Months

The University of Edinburgh
Skills you'll gain: Video Production, Videography, Post-Production, Video Editing, Course Development, Storyboarding, Media Production, Cinematography, Web Content Accessibility Guidelines, Developing Training Materials, Content Creation, Storytelling, Editing, Writing, Creativity
Beginner · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Sanitation, Environmental Engineering, Sustainable Technologies, Sustainable Development, Sustainable Systems, Governance, Environmental Regulations, Environment and Resource Management, Climate Change Mitigation, Stakeholder Management, Cost Management, Case Studies
Intermediate · Course · 1 - 3 Months

Palo Alto Networks
Skills you'll gain: Cybersecurity, Cyber Attacks, Zero Trust Network Access, Malware Protection, Network Security, Infrastructure Security, Firewall, Threat Detection, Cloud Security, Endpoint Security, Security Controls, Enterprise Security, Software As A Service, Vulnerability Assessments, Cloud Computing, Cryptography, Authentications
Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Governance, Stakeholder Engagement, Regulatory Compliance, Compliance Management, Risk Management, Business Ethics, Stakeholder Management, Corporate Strategy, Corporate Communications, Business Management, Corporate Sustainability, Business Reporting, Accountability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Backlogs, Quality Management, Project Closure, Project Planning, Scope Management, Project Scoping, Agile Project Management, Budget Management, Project Risk Management, Milestones (Project Management), Team Leadership, Communication Planning, Agile Software Development, Product Roadmaps, Sprint Retrospectives, Resource Management, Project Management Life Cycle, Smart Goals, Change Management, Project Management
Beginner · Professional Certificate · 3 - 6 Months

University of Michigan
Skills you'll gain: Community Organizing, Social Justice, Community Development, Diversity Awareness, Discussion Facilitation, Social Impact, Planning, Cultural Diversity, Goal Setting, Empowerment, Initiative and Leadership, Needs Assessment
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy, Learning Management Systems, Virtual Environment, Augmented Reality, Teaching, Game Design, Emerging Technologies, Virtual Networking, Information Privacy, Social Media, Technology Strategies
Mixed · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Time Series Analysis and Forecasting
Intermediate · Course · 1 - 4 Weeks