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.

Coursera
Skills you'll gain: Email Marketing, Campaign Management, Content Performance Analysis, Workflow Management, Coordinating, Operational Efficiency, Campaign Planning, Marketing Operations, Timelines, Coordination, Performance Analysis, Collaborative Software, Asset Management, Process Management, Continuous Improvement Process
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Model Deployment, Infrastructure As A Service (IaaS), Kubernetes, Cloud Computing, Cloud Platforms, Application Deployment, Model Optimization, Infrastructure Architecture, Distributed Computing, Containerization, Network Planning And Design, System Configuration, Network Performance Management, Performance Tuning
Intermediate · Course · 1 - 3 Months

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

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Data Validation, Model Evaluation, Performance Tuning, Distributed Computing, Cloud Deployment, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis
Advanced · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Network Analysis, Big Data, Network Model, Data Ethics, Responsible AI, Analytics, Data Mining, Machine Learning, Research, Deep Learning, Algorithms
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Project Closure, Engineering Management, Project Schedules, Engineering Software, Project Risk Management, Innovation, Project Controls, Risk Management, Project Management, Project Design, Work Breakdown Structure, Project Management Life Cycle, Risk Analysis, Scheduling, Project Implementation, Systems Engineering, Risk Management Framework, Project Management Software, Cost Management, Earned Value Management
Credit offered
Graduate Certificate · 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

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Bayesian Statistics, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Technical Communication
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Planning, Change Control, Process Improvement and Optimization, Supply Chain Management, Instructional and Curriculum Design, Instructional Design, Continuous Quality Improvement (CQI), Learning Management Systems, Process Analysis, Educational Materials, Training Programs, Education Software and Technology, Digital pedagogy, Training and Development, Management Training And Development
Credit offered
Mastertrack · 6 - 12 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Generative AI, Token Optimization, Network Infrastructure, Network Architecture, Data Import/Export, AI Workflows, Network Performance Management, Network Planning And Design, Multi-Cloud, Load Balancing, Model Training
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Analytics, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Pandas (Python Package), Financial Statement Analysis, Random Forest Algorithm, Operations Research, Model Optimization
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, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Electronic Systems, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Image Quality
Credit offered
Graduate Certificate · 6 - 12 Months