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  2. Optimization

Optimization Courses

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.

Popular Optimization Courses and Certifications


  • P

    Packt

    Production LLM Monitoring & Optimization

    Skills you'll gain: Token Optimization, LangChain, Prompt Engineering, Retrieval-Augmented Generation, AI Workflows, System Monitoring, Generative AI, Agentic Workflows, AI Enablement, Debugging, Personally Identifiable Information, AI literacy, Continuous Monitoring, Secure Coding, Dashboard, Semantic Web

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • N

    National Business Institute

    Workflow Optimization in the Law Office

    Skills you'll gain: Process Mapping, Legal Technology, Process Improvement, Process Improvement and Optimization, Business Process Improvement, Process Analysis, Process Design, Legal Risk, Process Optimization, Workflow Management, Business Workflow Analysis, Law, Regulation, and Compliance, Responsible AI, Change Management, Document Management, Due Diligence, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Cybersecurity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • S

    STARWEAVER

    Effective Inventory Management and Optimization

    Skills you'll gain: Inventory Control, Inventory Management, Customer Demand Planning, Demand Planning, Order Fulfillment, Forecasting, Cost Control, Performance Measurement, Key Performance Indicators (KPIs)

    4.6 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (52) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Performance Marketing and MultiChannel Campaign Optimization

    Skills you'll gain: Performance marketing, Campaign Management, Pay Per Click Advertising, Google Ads, Paid media, Online Advertising, Advertising Campaigns, Digital Advertising, Digital Marketing Campaigns, Marketing Budgets, Keyword Research, Marketing Effectiveness, Search Engine Marketing, Marketing Analytics, Performance Analysis, Performance Measurement, Return On Investment, Budget Management, Cost Benefit Analysis, Survey Creation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Kairos Decisions

    Course 6: Deployment, Optimization, & AI Ops

    Skills you'll gain: Token Optimization, MLOps (Machine Learning Operations), Agentic systems, AI Integrations, Generative AI Agents, System Monitoring, Containerization, Continuous Delivery, Context Engineering, Application Deployment, Scalability, Application Performance Management, CI/CD, Performance Tuning, Model Optimization, Application Lifecycle Management, Service Level, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    AI Marketing and Campaign Optimization

    Skills you'll gain: Content Performance Analysis, Marketing Analytics, Data-Driven Marketing, Content Scheduling, Marketing Automation, Web Analytics, Marketing Effectiveness, Email Automation, Customer Analysis, Campaign Management, Customer Retention, Content Optimization, Promotions and Campaigns, Revenue Forecasting, Search Engine Optimization, Content Development and Management, Financial Forecasting, Strategic Partnership, Budget Management, Copywriting

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    AI Techniques, Causal Inference & Business Optimization

    Skills you'll gain: Root Cause Analysis, Data Ethics, Responsible AI, Law, Regulation, and Compliance, Retrieval-Augmented Generation, LLM Application, Regulatory Compliance, Strategic Decision-Making, Apache Kafka, Decision Intelligence, Stakeholder Communications, Large Language Modeling, Real Time Data, Information Privacy, Performance Testing, Regulation and Legal Compliance, Statistical Inference, General Data Protection Regulation (GDPR), Reinforcement Learning, Simulation and Simulation Software

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Performance Modeling and Optimization

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    MIPS Computer Architecture and Performance Optimization

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Systems, System Programming, File Systems, Data Access, Cloud Platforms

    3.3 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.3 (8) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Benchmarking, Experimentation, Computer Vision, Algorithms, Data Visualization, Deep Learning, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Performance Optimization and Scalability

    Skills you'll gain: Microsoft Copilot, Scalability, Software Architecture, Performance Tuning, Maintainability

    4.6 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Data Architecture, Process Optimization, Process Improvement and Optimization, Real Time Data, Data Modeling, AI Integrations, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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