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.

Google Cloud
Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Model Optimization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Deployment, Amazon Web Services, Model Deployment, Application Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Model Training, Data Processing, Recurrent Neural Networks (RNNs), Data Cleansing, Model Evaluation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Workflow Management, Kanban Principles, Business Workflow Analysis, Process Management, Team Performance Management, Performance Metric, Lean Methodologies, Project Controls, Process Improvement, Process Design, Agile Project Management, Process Improvement and Optimization, Project Performance, Forecasting, Context Management, Stakeholder Communications
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Fraud detection, Decision Intelligence, Jupyter, Model Optimization, Responsible AI, Model Evaluation, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Instagram, Social Media Analytics, Content Performance Analysis, Social Media Content, Social Media, Content Strategy, Digital Marketing Tools, Strategic Decision-Making, Key Performance Indicators (KPIs), Brand Awareness, Content Optimization, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Product Lifecycle Management, Process Design, Process Mapping, Token Optimization, User Requirements Documents, MLOps (Machine Learning Operations), Operational Efficiency, Business Process Automation, Product Management, Large Language Modeling, Model Optimization, Cost Containment, Process Optimization, Process Analysis, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Process Mapping, Business Process, Process Design, Business Process Improvement, Business Transformation, Business Process Reengineering, Business Process Modeling, Process Analysis, Process Management, Design Thinking, Process Flow Diagrams, Business Process Management, Business Systems Analysis, Process Improvement and Optimization, Business Workflow Analysis, Performance Improvement, Requirements Elicitation, Business Requirements, Business Analysis, Operational Analysis
Mixed · Course · 1 - 3 Months

Packt
Skills you'll gain: Cloud Infrastructure, Cloud Deployment, Cloud Computing, Cloud Services, Virtual Networking, Virtualization and Virtual Machines, Cloud Management, Virtual Machines, Virtualization, Data Storage, Data Migration, Disaster Recovery, Cloud Storage, Dynamic Host Configuration Protocol (DHCP), Data Storage Technologies, Containerization, Network Routing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Workflows, AI Orchestration, Salesforce, Agentic Workflows, Generative AI Agents, AI Integrations, Agentic systems, Responsible AI, Artificial Intelligence, Coordinating, AI Security, Coordination, Software Testing, Performance Testing, Enterprise Architecture, Customer Relationship Management (CRM) Software, Model Evaluation, Application Lifecycle Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Scheduling, Facebook, Social Media Content, Social Media Management, Social Media, Driving engagement, Content Strategy, Social Media Marketing, Social Media Strategy, Drive Engagement, Live Streaming, Community Organizing, Content Management, Community Development, Content Creation, Content Optimization
Beginner · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Multimodal Prompts, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Scenario Testing, AI literacy, Artificial Intelligence, Google Gemini, Image Analysis, Generative AI, AI Workflows, Anthropic Claude, ChatGPT, Productivity, Context Management, Competitive Analysis, Natural Language Processing, Ideation, Automation, Process Optimization
Beginner · Course · 1 - 3 Months