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.

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Generative AI, Model Optimization, Application Deployment, Serverless Computing, AI Integrations, Machine Learning Methods, Performance Tuning, Scalability
Beginner · Course · 1 - 4 Weeks

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: Model Deployment, Serverless Computing, Google Cloud Platform, Generative AI, Model Optimization, Cloud Deployment, Application Deployment, AI Integrations, Containerization, Performance Tuning, Scalability
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Infrastructure, Containerization, Cloud Deployment, Model Deployment, Cloud Platforms, Network Performance Management, Infrastructure Architecture, Performance Tuning, AI Workflows, Distributed Computing, Model Optimization, System Configuration, Operating Systems
Intermediate · Course · 1 - 3 Months

Universitat Politècnica de València
Skills you'll gain: Mechanical Engineering, Mechanical Design, Mathematical Modeling, Vibrations, Simulation and Simulation Software, Engineering Analysis, Structural Analysis, Materials science, Experimentation, Mechanics, Applied Mathematics, Estimation, Analytical Testing, Differential Equations
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Model Deployment, Cloud Computing Architecture, Cloud Computing, Computer Architecture, Model Optimization, AI Workflows, Hardware Architecture, Performance Tuning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Systems Architecture
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Model Optimization, Kubernetes, Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Management, Cloud Platforms, Cloud-Native Computing, Model Deployment, Distributed Computing, Network Performance Management, Infrastructure Architecture, Model Training, Performance Tuning, Containerization, Computer Hardware
Intermediate · Course · 1 - 3 Months

Skills you'll gain: SQL, SAS (Software), Data Integrity, Data Manipulation, Query Languages, Relational Databases, Database Management, Data Transformation, Performance Tuning, Debugging, Ad Hoc Reporting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Enterprise Application Management, Performance Tuning, Database Management, Database Systems, Java Programming, Database Design, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Performance Tuning, Scalability, Dataflow, Data Pipelines, Real Time Data, System Monitoring, Problem Management, Data Processing, Query Languages, System Configuration, Data Storage
Beginner · 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, 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

Northeastern University
Credit offered
Graduate Certificate · 6 - 12 Months