Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Responsible AI, Model Optimization, MLOps (Machine Learning Operations), Data Quality
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Performance Metric, Workflow Management, Issue Tracking, Performance Analysis, User Feedback, Automation, Performance Measurement, Project Management Software, Accountability Frameworks, Performance Improvement, Operational Efficiency, Service Improvement, Process Improvement, Data-Driven Decision-Making, Prioritization, Systems Integration
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, AI Workflows, Cloud Computing, Model Optimization, Microarchitecture, Computer Architecture, Model Training, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative Engine Optimization (GEO), Generative AI, Web Content, AI literacy, Prompt Engineering, Information Architecture, Google Cloud Platform, User Experience, Content Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Interactive Design, File I/O, Computer Graphic Techniques, Memory Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: iOS Development, Apple software proficiency, Data Store, Control Panels, Program Development, Verification And Validation, Maintainability
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cloud Deployment, Model Deployment, Model Optimization, Cloud Infrastructure, Google Cloud Platform, Performance Tuning, Model Training, Infrastructure Architecture, Cloud Computing, AI Workflows, Hardware Architecture, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, AI literacy
Intermediate · Course · 1 - 4 Weeks
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional and Curriculum Design, Instructional Design, Organizational Change, Learning Management Systems, Process Analysis, Training Programs, Augmented and Virtual Reality (AR/VR), Digital pedagogy, Training and Development, Solution Design, Virtual Reality
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Systems Design, Technical Design, Model Optimization, Electronic Systems, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Image Quality
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Forecasting, Data Presentation, Financial Forecasting, Marketing Analytics, Time Series Analysis and Forecasting, Statistical Machine Learning, Predictive Analytics, Interactive Data Visualization, Financial Modeling, Marketing Management, Transfer Learning, Random Forest Algorithm, Operations Research, Model Optimization, Analytics, Scikit Learn (Machine Learning Library)
Credit offered
Mastertrack · 6 - 12 Months

Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services
Beginner · Course · 1 - 4 Weeks