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.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics
Advanced · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Responsible AI, Auditing, Compliance Auditing, AI Security, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Business Transformation, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Fundraising, Business Management, Organizational Strategy, Event Management, Governance, Stakeholder Engagement, Business Planning, Marketing, Strategic Marketing, Planning, Business Marketing, Performing Arts, Growth Strategies
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Excel Macros, Debugging, Numerical Analysis, Visual Basic (Programming Language), Programming Principles, Data Analysis Expressions (DAX), Automation, Problem Solving, Spreadsheet Software, Computer Programming, Mathematical Modeling, Algorithms, Data Validation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Real Time Data, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Lakes, Data Import/Export, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Apache Airflow, Unstructured Data, Big Data, Metadata Management, Feature Engineering, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: People Management, Team Leadership, Team Management, Team Performance Management, Leadership and Management, Organizational Leadership, People Development, Professional Development, Relationship Management, Leadership, Culture Transformation, Relationship Building, Collaboration, Communication Strategies, Willingness To Learn, Lifelong Learning, AI Enablement, Constructive Feedback
Beginner · Course · 1 - 4 Weeks

Instituto Tecnológico de Aeronáutica
Skills you'll gain: Control Systems, Process Control, Systems Engineering, System Monitoring, Systems Analysis, Engineering Analysis, Mathematical Modeling, Applied Mathematics, Performance Testing, Differential Equations, Model Evaluation
Mixed · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Enterprise Resource Planning, Business Systems, Change Management, Business Technologies, Organizational Change, System Implementation, Business Process, Case Studies, Business Management, Business, Business Strategy
Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Human Centered Design, Design Research, Project Scoping, User Experience Design, User Experience, Persona Development, Project Planning, Process Mapping, Value Engineering, Product Development, Growth Mindedness, Strategic Thinking, Creativity
Beginner · Specialization · 3 - 6 Months
Amazon Web Services
Skills you'll gain: Responsible AI, Amazon Bedrock, AWS SageMaker, AI Enablement, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Deployment, Cloud Development, Microsoft Azure, Cloud Storage, Data Storage, Serverless Computing, Software Development, Cloud Security, Virtual Machines, Data Storage Technologies, Continuous Deployment, Development Environment, Cloud Management, Application Deployment, Cloud Applications, Virtualization and Virtual Machines, Data Security, Microsoft Power Automate/Flow, Event-Driven Programming, C# (Programming Language)
Intermediate · Professional Certificate · 3 - 6 Months