Master recommender systems for personalized recommendations. Learn to build and evaluate recommendation algorithms for various applications.

Skills you'll gain: Prompt Engineering, Apache Spark, Large Language Modeling, PyTorch (Machine Learning Library), Computer Vision, Unsupervised Learning, Generative AI, PySpark, Supervised Learning, Keras (Neural Network Library), Feature Engineering, Deep Learning, Reinforcement Learning, LLM Application, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Python Programming, Data Science
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

EIT Digital
Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Dimensionality Reduction, Machine Learning, Unsupervised Learning, Supervised Learning, Predictive Modeling, Algorithms, Data Analysis
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Embedded Software, Hardware Architecture, Electronic Systems, Performance Tuning, Systems Architecture, Software Architecture, Verification And Validation, System Programming, Debugging, Software Design, System Design and Implementation, Linux, Software Technical Review, Systems Engineering, Operating Systems, Software Systems, System Software, Systems Design
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

LearnQuest
Skills you'll gain: Reinforcement Learning, Responsible AI, Agentic systems, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Estimation, Electrical Safety, Electrical Systems, High Voltage, Electronic Components, Safety Standards, Simulations, Electrical Power, Electrical Engineering, Basic Electrical Systems, Power Electronics, Thermal Management, Matlab, Mathematical Modeling, Failure Analysis, Probability, Electronic Systems, Control Systems, Statistical Methods, Analytical Testing
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI, Data Manipulation, Pandas (Python Package), Data Transformation, Unsupervised Learning, Applied Machine Learning, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Agentic systems, Human Computer Interaction, UI/UX Strategy, Interaction Design, Persona (User Experience), User Experience Design, Responsible AI, AI Product Strategy, Artificial Intelligence, Automation, Trustworthiness, Machine Learning, Technology Strategies
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Responsible AI, No-Code Development, LLM Application, ChatGPT, Business Metrics, Data Ethics, AI Personalization, Return On Investment, Application Deployment, Artificial Intelligence, AI Product Strategy, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Key Performance Indicators (KPIs), Continuous Improvement Process, Natural Language Processing, Business Ethics, User Feedback, Customer Engagement
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Generative AI, AI Personalization, ChatGPT, OpenAI, Personalized Service, Artificial Intelligence, Responsible AI, Prompt Engineering, LLM Application, Expense Management, Productivity Software, Verification And Validation, Travel Arrangements, Expense Reports, Test Case, Scenario Testing
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Systems Engineering, Failure Analysis, Model Based Systems Engineering, Scope Management, Cost Management, Design Reviews, Requirements Analysis, Change Control, Engineering Management, Requirements Management, Test Engineering, Project Management, Systems Thinking, Program Management, Product Lifecycle Management, Work Breakdown Structure, Functional Design, Risk Management Framework, Contract Management, Risk Management
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Google Sheets, Google Gemini
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Business Process Modeling, Process Analysis, Business Analysis, Business Process, Process Mapping, Stakeholder Engagement, Data Presentation, Interactive Data Visualization, Data Visualization, Stakeholder Analysis, Process Optimization, Requirements Management, Systems Design, Stakeholder Management, Systems Analysis, Information Technology, Release Management, Database Management, Agile Methodology
Beginner · Professional Certificate · 3 - 6 Months