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.

DeepLearning.AI
Skills you'll gain: Model Optimization, Deep Learning, Tensorflow, Data Preprocessing, Model Training, Model Evaluation, Test Data, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Machine Learning, Algorithms, Debugging
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Lean Six Sigma, Performance Improvement, Statistical Process Controls, Lean Methodologies, Operational Analysis, Process Improvement, Process Improvement and Optimization, Statistical Hypothesis Testing, Quality Improvement, Six Sigma Methodology, Operational Excellence, Business Process, Statistical Methods, Continuous Improvement Process, Innovation, Operations Management, Quality Control, Probability & Statistics, Patient-centered Care, Problem Solving
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Google Gemini, Prompt Engineering, LLM Application, AI Integrations, AI literacy, Prototyping, Model Optimization
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Process Improvement, Data-Driven Decision-Making, Process Improvement and Optimization, Service Improvement, Performance Improvement, Quality Improvement, Service Design, Health Systems, Culture Transformation, Process Design, Business Process Improvement, Patient Flow, Process Management, Continuous Improvement Process, Healthcare Industry Knowledge, Operations Management, Organizational Change, Organizational Development, Organizational Effectiveness, Organizational Strategy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unreal Engine, Animation and Game Design, Data Structures, 3D Assets, Game Design, 3D Modeling, Virtual Environment, Computer Graphic Techniques, Code Reusability, Video Game Development, Visualization (Computer Graphics), Graphical Tools, Data Management, Model Optimization, Object Oriented Programming (OOP), Scripting, Event-Driven Programming, Software Design, Debugging, Performance Tuning
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Model Optimization, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Content Strategy, Content Creation, Content Optimization, Search Engine Optimization, Keyword Research, Web Content, Generative AI, Data Science
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Deployment, Fine-tuning, Model Optimization, Generative AI, Application Deployment, AI Workflows, Generative Model Architectures, Model Training, AI Personalization, Image Quality, Embeddings, Autoencoders, Performance Tuning, Data Preprocessing, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Marketing, Social Media Marketing, Social Media, Web Analytics and SEO, Content Management, Content Management Systems, Social Media Management, Social Media Content, Content Strategy, Social Media Strategy, LinkedIn, Digital Marketing Tools, Marketing Strategies, Content Development and Management, Persona Development, Storytelling, Search Engine Optimization, Productivity, Social Media Campaigns, Social Media Analytics
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Model Training, Deep Learning, Model Optimization, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Prompt Engineering, ChatGPT, Microsoft Copilot, Email Automation, AI literacy, LLM Application, AI Enablement, OpenAI, Deepseek, Large Language Modeling, Education Software and Technology, Token Optimization, Artificial Intelligence, Generative AI, AI Personalization, Excel Macros, Productivity
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security
Beginner · Course · 1 - 3 Months