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.

Corporate Finance Institute
Skills you'll gain: Star Schema, Data Presentation, Data Modeling, Tableau Software, Interactive Data Visualization, Business Intelligence, Extract, Transform, Load, Dashboard, Dashboard Creation, Performance Tuning, Technical Analysis, Model Optimization, Data Visualization Software, Data Warehousing, Plot (Graphics), Market Data, Statistical Visualization, Investment Banking, Data Storytelling, Data Visualization
★ 4.6 (34) · Advanced · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Generative AI, Convolutional Neural Networks, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Generative Model Architectures, Generative Adversarial Networks (GANs), Fine-tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Network Architecture, Computer Vision, Network Model, Natural Language Processing, Model Training
★ 4.5 (34) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Model Optimization, Database Design, Data Warehousing, Data Architecture, Governance
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Process Mapping, Root Cause Analysis, Lean Six Sigma, Lean Methodologies, Correlation Analysis, Process Improvement, Quality Improvement, Project Risk Management, Lean Manufacturing, Six Sigma Methodology, Risk Management, Process Analysis, Regression Analysis, Process Improvement and Optimization, Statistical Methods, Statistics, Statistical Process Controls, Continuous Improvement Process, Data Collection, Quality Management
★ 4.5 (41) · Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Process Analysis, Operational Performance Management, Capacity Planning, Operational Analysis, Key Performance Indicators (KPIs), Operations Management, Operational Excellence, Operational Efficiency, Performance Measurement, Process Optimization, Business Metrics, Business Process Management, Resource Planning, Return On Investment, Capacity Management, Customer Retention, Resource Utilization, Loss Prevention, Customer Demand Planning, Customer experience improvement
★ 4.6 (14) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Keyword Research, Digital Publishing, Content Optimization, Search Engine Optimization, Intellectual Property, Layout Design, Account Management, Accounting
★ 4.4 (98) · Beginner · Guided Project · Less Than 2 Hours

IESE Business School
Skills you'll gain: Operations Management, Process Improvement, Performance Improvement, Process Improvement and Optimization, Process Design, Process Analysis, Operations, Business Process Improvement, Administration, Inventory Management, Process Management, Business Operations, Operational Analysis, Organizational Strategy, Operational Efficiency, Operational Performance Management, Workflow Management, Strategic Decision-Making, Inventory Control, Capacity Management
★ 4.8 (40) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Cross-Channel Marketing, Marketing Channel, Content Marketing, Marketing Analytics, Data Ethics, Marketing Effectiveness, Campaign Management, Data-Driven Decision-Making, Marketing Strategies, Integrated Marketing Communications, Marketing Automation, Content Development and Management, Content Strategy, Content Performance Analysis, Adobe Express, AI Personalization, Social Media, Market Research
★ 4.8 (91) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Feature Engineering, Model Deployment, Tensorflow, Google Cloud Platform, Exploratory Data Analysis, Model Training, Machine Learning, Data Preprocessing, Data Quality, Keras (Neural Network Library), Applied Machine Learning, Machine Learning Software, Business Metrics, Model Evaluation, Data Cleansing, Dataflow, Artificial Neural Networks, Data Pipelines, Logistic Regression
★ 4.6 (448) · Intermediate · Specialization · 3 - 6 Months

MathWorks
Skills you'll gain: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Generative AI, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing, Matlab, Software Visualization, Classification Algorithms, Data Cleansing, Model Optimization, Predictive Modeling
★ 4.9 (35) · Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI Agents, LangChain, AI Workflows, LLM Application, Agentic systems, Agentic Workflows, Development Environment, Model Evaluation, Artificial Intelligence, AI literacy, Scalability, Performance Tuning, Model Optimization, Design
★ 4.5 (99) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Lean Six Sigma, Process Improvement and Optimization, Six Sigma Methodology, Process Mapping, Process Improvement, Process Analysis, Quality Improvement, Business Process Improvement, Business Process, Lean Methodologies, Continuous Improvement Process, Lean Manufacturing, Process Management, Waste Minimization, Statistical Analysis, Process Flow Diagrams, Quality Management, Operational Efficiency, Statistical Process Controls, Quality Monitoring
★ 4.7 (33) · Beginner · Course · 1 - 4 Weeks