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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


  • A

    Amazon Web Services

    AWS Services Overview for IT Professionals

    Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Cloud Infrastructure, Cloud Security, Database Management, Cloud Services, Databases, Amazon S3, Cloud Computing, Cloud Management, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Cloud Storage, AWS Identity and Access Management (IAM), Data Storage, System Monitoring, Amazon DynamoDB, Solution Architecture

    ★ 4.9 (35) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AWS Certified Solutions Architect Associate (SAA-C03)

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Elastic Compute Cloud, Cloud Deployment, Cloud Computing Architecture, Amazon CloudWatch, Amazon S3, Database Systems, Cloud Services, Cloud Computing, AWS CloudFormation, Relational Databases, Database Administration, Public Cloud, Amazon DynamoDB, Application Deployment, Database Design, Database Management Systems, Cloud Storage

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Planning and Control Using Microsoft Project 365 and 2021

    Skills you'll gain: Microsoft Project, Project Schedules, Resource Allocation, Resource Planning, Resource Management, Project Management Software, Resource Utilization, Scheduling, Project Performance, Calendar Management, Project Coordination, Project Controls, Project Management, Microsoft 365, Timelines, Management Reporting, Milestones (Project Management), Project Planning, Workflow Management, Work Breakdown Structure

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    GenAI for Mobile App Developers (iOS, Android)

    Skills you'll gain: Mobile Development, Generative AI, Application Development, AI literacy, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Data Ethics, Automation, Analysis

    ★ 4.5 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    AI Agents in Healthcare and Capstone

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Agentic Workflows, Generative AI Agents, Artificial Intelligence, Healthcare Ethics, Healthcare Project Management, Health Equity, AI Workflows, AI Integrations, Health Technology, Solution Design

    ★ 4.9 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Python for Data Analysis and Automation

    Skills you'll gain: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Scripting Languages, Development Environment, Scripting, Data Manipulation, Other Programming Languages, File Management, Data Validation, Package and Software Management, Software Installation

    ★ 4.1 (9) · Beginner · Course · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    ML Production Systems

    Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Continuous Integration, Software Testing, Model Training, CI/CD, Scalability, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)

    Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Healthcare SQL for Patient Outcomes

    Skills you'll gain: Relational Databases, Database Design, Health Informatics, Performance Tuning, Data Access, Data Integrity, Secure Coding, Clinical Data Management, SQL, Database Management, Query Languages

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Azure Monitoring and Analytics Fundamentals

    Skills you'll gain: System Monitoring, Dashboard Creation, Event Monitoring, Microsoft Azure, Application Performance Management, Continuous Monitoring, Cloud Management, Performance Tuning, Virtual Machines, Incident Management, Query Languages, Resource Management

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

    Status: Free Trial
    Free Trial
  • W

    Whizlabs

    Exam Prep AZ-305: Microsoft Azure Solutions Architect Expert

    Skills you'll gain: Microsoft Azure, Role-Based Access Control (RBAC), Azure Synapse Analytics, Azure Active Directory, Real Time Data, Zero Trust Network Access, Serverless Computing, Identity and Access Management, Data Integration, Cloud Management, Cloud Applications, Virtual Machines, Cloud-Native Computing, Cloud Computing Architecture, Data Governance, Cloud-Based Integration, Cloud Computing, Solution Architecture, Disaster Recovery, Virtual Networking

    Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Large-Scale Database Systems

    Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Databases, Data Processing, SQL

    ★ 3.8 (10) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Fine-tuning, Model Deployment, Model Training, Transfer Learning, Generative Model Architectures, Prompt Engineering, Model Optimization, Generative AI, AI Integrations, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), AI Security, Responsible AI, Scalability, Machine Learning

    Advanced · Course · 3 - 6 Months

1…535455…210

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

  • AWS Services Overview for IT Professionals: Amazon Web Services
  • AWS Certified Solutions Architect Associate (SAA-C03): Packt
  • Planning and Control Using Microsoft Project 365 and 2021: Packt
  • GenAI for Mobile App Developers (iOS, Android): Coursera
  • AI Agents in Healthcare and Capstone: University of Colorado System
  • Python for Data Analysis and Automation: Packt
  • ML Production Systems: Coursera
  • Healthcare SQL for Patient Outcomes: Coursera
  • Azure Monitoring and Analytics Fundamentals: Microsoft
  • Exam Prep AZ-305: Microsoft Azure Solutions Architect Expert: Whizlabs

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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