Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Coursera
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Model Deployment, Cloud Computing Architecture, Cloud Computing, Computer Architecture, Model Optimization, Hardware Architecture, Performance Tuning, Artificial Intelligence, AI literacy, Systems Architecture
Intermediate · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Workflow Management, Model Optimization, Google Cloud Platform, Data Management, Model Deployment, Data Lakes, Data Governance, Data Store, Business Workflow Analysis, AI Workflows, Applied Machine Learning, Machine Learning, Data Pipelines, AI Orchestration, Model Evaluation
Intermediate · Course · 1 - 3 Months

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

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

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

Google Cloud
Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Application Deployment, Generative AI, Applied Machine Learning, AI Integrations, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Machine Learning Methods, Containerization, Scalability
Beginner · Course · 1 - 4 Weeks

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Financial Statement Analysis, Data Storytelling, Predictive Modeling, Financial Modeling, Data Presentation, Financial Statements, Marketing Analytics, Statistical Machine Learning, Product Marketing, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Analytics, Statistical Analysis, Operations Research, Model Deployment, Natural Language Processing, Model Optimization
Credit offered
Mastertrack · 6 - 12 Months
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional Design, Learning Management Systems, Process Analysis, Wholesaling, Quality Management, Augmented and Virtual Reality (AR/VR), Digital pedagogy, System Implementation, Solution Design, Virtual Reality
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Optimization, Model Evaluation, Graphing, Dimensionality Reduction, Data Science, Descriptive Analytics, Predictive Modeling, Machine Learning Methods, Data Analysis, Pandas (Python Package), Data-Driven Decision-Making
Credit offered
Mastertrack · 6 - 12 Months