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  • Discrete Optimization

Discrete Optimization Courses

Discrete optimization courses can help you learn linear programming, integer programming, and combinatorial optimization techniques. You can build skills in problem formulation, algorithm design, and solution analysis. Many courses introduce tools such as MATLAB, Python libraries like PuLP and SciPy, and optimization software like CPLEX, showing how these skills are applied to logistics, resource allocation, and scheduling challenges.

Popular Discrete Optimization Courses and Certifications


  • D

    DeepLearning.AI

    Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

    Skills you'll gain: Model Optimization, Tensorflow, Model Training, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Verification And Validation, Debugging

    4.9 stars, 64K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (64K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Indexing, Performance Optimization & Functions in SQL Server

    Skills you'll gain: Stored Procedure, Microsoft SQL Servers, Database Development, Transact-SQL, Performance Tuning, Database Management, Query Languages, SQL, Microsoft Copilot, AI Integrations, Code Reusability, Continuous Monitoring

    4.6 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Optimization of SQL query Tuning and Performance

    Skills you'll gain: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Databases, PostgreSQL, Data Access

    3.2 stars, 33 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.2 (33) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Mastering Cloud: Security, Optimization & Migration on AWS

    Skills you'll gain: Cloud Engineering, Cloud Deployment, Cloud Solutions, Cloud Computing Architecture, Cloud Services, Database Management Systems, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Virtual Networking, Cloud Platforms, Data Mapping, User Provisioning, Security Management, Data Storage Technologies, Security Controls, Enterprise Architecture, Multi-Factor Authentication, Event Monitoring

    3.8 stars, 9 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.8 (9) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Model Optimization and Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Model Optimization, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Computer Vision, Model Training, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Performance Tuning, Artificial Intelligence, Bayesian Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Security, Automation and Optimization on AWS

    Skills you'll gain: AWS CloudFormation, Amazon Web Services, Amazon CloudWatch, Amazon Elastic Compute Cloud, Infrastructure as Code (IaC), Cloud Management, Cloud Deployment, Cloud Computing Architecture, Cloud Security, Security Controls, Key Management, Continuous Monitoring, Event Monitoring, Encryption

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    AI-Powered Jira Automation and Workflow Optimization

    Skills you'll gain: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Integrations, AI Enablement, Generative AI, Workflow Management, Automation, Process Improvement and Optimization, Process Optimization, Performance Metric, Software Documentation, Debugging, No-Code Development, Technical Documentation, Risk Control

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    SEO and Content Optimization for Digital Marketing

    Skills you'll gain: Content Optimization, Social Media Content, Search Engine Optimization, Digital Content, Marketing Design, Web Analytics and SEO, Graphic Design, Content Strategy, Social Media, Style Guides, Content Marketing, Marketing Materials, Journey Mapping, Branding, Brand Management, Brand Strategy, Auditing, Sales Process

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Master Performance Optimization and Utilities in Teradata

    Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Query Languages, System Implementation, Solution Architecture, Data Manipulation, Data Processing, Data Integration, Technology Strategies, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Scheduling and Project Optimization in Primavera P6

    Skills you'll gain: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Management Reporting, Performance Reporting, Process Improvement and Optimization, Organizational Skills, Report Writing, Resource Management, Administration, System Configuration, User Accounts, Diagram Design

    4.6 stars, 21 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (21) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Supply Chain Network Optimization Using MILP on RStudio

    Skills you'll gain: Operations Research, Supply Chain Systems, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Optimization, Model Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming

    4.4 stars, 14 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (14) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Advanced Google Analytics 4: Optimization and Attribution

    Skills you'll gain: Google Analytics, Looker (Software), Marketing Analytics, Data-Driven Marketing, Web Analytics, Marketing Budgets, Google Ads, Marketing Automation, Campaign Management, Data Governance, Data Integrity, Digital Analysis, Data Presentation, Marketing Effectiveness, Marketing Channel, Data Storytelling, AI Personalization, Data Integration, Personalized Campaigns, Presentations

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular discrete optimization courses

  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI
  • Indexing, Performance Optimization & Functions in SQL Server: Microsoft
  • Optimization of SQL query Tuning and Performance: Coursera
  • Mastering Cloud: Security, Optimization & Migration on AWS: Edureka
  • Foundations of Model Optimization and Deep Learning: Packt
  • Security, Automation and Optimization on AWS: Packt
  • AI-Powered Jira Automation and Workflow Optimization: Coursera
  • SEO and Content Optimization for Digital Marketing: Coursera
  • Master Performance Optimization and Utilities in Teradata: Board Infinity
  • Advanced Scheduling and Project Optimization in Primavera P6: Packt

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