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  • 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

    Master Juniper Enterprise Routing and Switching - JNCIS-ENT

    Skills you'll gain: Juniper Network Technologies, Open Shortest Path First (OSPF), Virtual Local Area Network (VLAN), Border Gateway Protocol, Routing Protocols, Network Switches, Network Routing, Local Area Networks, Virtual Networking, Network Architecture, Network Administration, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Network Security, Network Troubleshooting, System Configuration, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Remove Process Bottlenecks

    Skills you'll gain: Process Mapping, Business Workflow Analysis, Workflow Management, Process Analysis, Business Process Reengineering, Process Improvement, Process Optimization, Business Process Automation, Collaborative Software, Performance Measurement, Performance Metric, Automation, Business Reporting

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Mastering PostgreSQL 17

    Skills you'll gain: PostgreSQL, Operational Databases, SQL, Database Management, Transaction Processing, Data Maintenance, Database Systems, Stored Procedure, Performance Tuning, Databases, Database Architecture and Administration, Query Languages, Data Migration, PL/SQL, Relational Databases, Database Development, Data Management, JSON, Database Management Systems, Operating System Administration

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Java Database Engineering: Spring Boot MVC & SQL Mastery

    Skills you'll gain: Database Theory, Database Development, Query Languages, Development Testing, Hibernate (Java), Performance Tuning, Software Testing, Object-Relational Mapping, Frontend Integration

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    AI-Powered Analytics and Performance Engineering

    Skills you'll gain: Amazon Bedrock, Serverless Computing, AWS SageMaker, Generative AI, AI Integrations, Token Optimization, AI Workflows, Amazon Web Services, Rust (Programming Language), Analytics, Anomaly Detection, Development Environment, Performance Analysis, Python Programming, Operational Efficiency, Data Wrangling, Scripting Languages, Benchmarking, Cost Reduction

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    W

    Whizlabs

    Generative AI for AWS Cloud Engineers

    Skills you'll gain: Amazon Bedrock, Responsible AI, Large Language Modeling, LLM Application, Generative AI, Generative Model Architectures, AI Security, Amazon Web Services, Retrieval-Augmented Generation, AI literacy, Model Deployment, Cloud Security, Security Controls, Fine-tuning, Information Privacy, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    W

    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Deployment, Microsoft Power Platform, LLM Application, AI Integrations

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Design for Impact: A Guide to Product Experimentation

    Skills you'll gain: User Experience, User Experience Design, UI/UX Research, Usability Testing, User Research, UI/UX Strategy, A/B Testing, Design Research, Prioritization, Strategic Prioritization, Usability, Resource Allocation, Product Improvement, Process Design, Conversion Funnel Analysis, Business Priorities, Product Testing, Creative Design, Statistical Hypothesis Testing, Business Strategy

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Work-Life Balance Mastery for Career and Life Success

    Skills you'll gain: Lifelong Learning, Entrepreneurship, Action Oriented, Growth Mindedness, Habit Formation, Mental Concentration, Delegation Skills, Scheduling, Self-Awareness, Overcoming Obstacles, AI Enablement

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automate, Evaluate, and Optimize Email Marketing

    Skills you'll gain: Email Automation, Email Marketing, Marketing Automation, Performance Analysis, Performance Measurement, Data-Driven Marketing, Quality Assurance, Campaign Management, Performance Improvement, Digital Marketing Tools, Performance Metric, Benchmarking, Marketing Effectiveness, Personalized Campaigns, HubSpot CRM, Automation, Marketing Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize Deep Learning Models for Peak AI

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Model Evaluation, Deep Learning, Performance Tuning, Performance Improvement, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Optimizing Your Google Cloud Costs en Français

    Skills you'll gain: Cost Control, Google Cloud Platform, Cloud Management, Cost Management, Cost Containment, Cloud Storage, Serverless Computing, Budget Management, Billing, Resource Allocation, Resource Utilization, System Monitoring, Query Languages, Resource Management

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular optimization courses

  • Master Juniper Enterprise Routing and Switching - JNCIS-ENT: Packt
  • Remove Process Bottlenecks: Coursera
  • Mastering PostgreSQL 17: Packt
  • Java Database Engineering: Spring Boot MVC & SQL Mastery: Birla Institute of Technology & Science, Pilani
  • AI-Powered Analytics and Performance Engineering: Pragmatic AI Labs
  • Generative AI for AWS Cloud Engineers: Whizlabs
  • Generative AI for Azure Cloud Engineers: Whizlabs
  • Design for Impact: A Guide to Product Experimentation: Packt
  • Work-Life Balance Mastery for Career and Life Success: Packt
  • Automate, Evaluate, and Optimize Email Marketing: Coursera

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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