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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


  • Status: New
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    Packt

    AWS Machine Learning Specialty Certification Guide

    Skills you'll gain: Machine Learning Algorithms, AWS SageMaker, Applied Machine Learning, Model Evaluation, Model Deployment, Data Preprocessing, Data Transformation, Machine Learning Methods, Amazon Web Services, Data Processing, Machine Learning, Model Training, Cloud Deployment, Data Storage Technologies, Amazon S3, Model Optimization, Amazon Elastic Compute Cloud, Data Storage, AWS CloudFormation, AWS Identity and Access Management (IAM)

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Whizlabs

    AWS Security, Identity & Cost Management

    Skills you'll gain: AWS Identity and Access Management (IAM), Cloud Management, Amazon Web Services, Cloud Security, Identity and Access Management, Security Management, Multi-Factor Authentication, Data Security, Security Controls, Role-Based Access Control (RBAC), Continuous Monitoring, Key Management, Threat Detection, Vulnerability Assessments, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Modern Deep Learning Foundations

    Skills you'll gain: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Algorithms, Spreadsheet Software, Data Management, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    B

    Board Infinity

    Operationalizing No-Code AI with Zapier - Automation & Plans

    Skills you'll gain: Make.com, AI Workflows, Microsoft Power Automate/Flow, Agentic Workflows, Business Process Automation, Generative AI Agents, Process Flow Diagrams, No-Code Development, AI Orchestration, Agentic systems, Process Mapping, Business Workflow Analysis, Process Design, Workflow Management, Automation, Process Improvement, Process Optimization, Continuous Improvement Process, Operational Efficiency, IT Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Machine Learning and Deep Learning for Software Engineers

    Skills you'll gain: Feature Engineering, Model Evaluation, Model Deployment, Fine-tuning, Data Preprocessing, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Scalability, Hugging Face, Docker (Software), Supervised Learning, Machine Learning Algorithms, MLOps (Machine Learning Operations), Applied Machine Learning, Software Development, Machine Learning

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Packt

    Lean Six Sigma Professional Track - From Green to Black Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Process Improvement, Regression Analysis, Statistics, Quality Improvement, Statistical Methods, Process Analysis, Probability & Statistics, Statistical Process Controls, Operational Analysis, Continuous Improvement Process, Process Optimization, Performance Improvement, Descriptive Statistics, Statistical Analysis, Process Capability, Statistical Modeling, Quality Control

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Software Cost and Effort Estimation Techniques

    Skills you'll gain: Project Estimation, Cost Estimation, Project Planning, Software Engineering, Software Development Methodologies, Risk Analysis, Dependency Analysis, Model Optimization, Verification And Validation, Software Development, Risk Management Framework, Requirements Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Business Analytics for Decision Making

    Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Operations Research, Strategic Decision-Making, Decision Making, Analytics, Predictive Analytics, Simulation and Simulation Software, Risk Modeling, Business Modeling, Business Risk Management, Data Analysis, Customer Analysis, Market Analysis, Complex Problem Solving, Unsupervised Learning, Model Optimization, Microsoft Excel, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
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    EDUCBA

    Corporate Finance Strategies & Valuation Mastery

    Skills you'll gain: Working Capital, Corporate Finance, Financial Management, Portfolio Management, Financial Analysis, Cash Flows, Business Valuation, Portfolio Risk, Investment Management, Cash Flow Forecasting, Equities, Risk Analysis, Inventory Control, Accounts Receivable, Risk Management, Investments, Business Strategies, Securities (Finance), Financial Policy

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Google SEO Capstone Project

    Skills you'll gain: Keyword Research, Content Optimization, Competitive Analysis, Search Engine Optimization, Web Analytics and SEO, Client Services, Presentations, Sales Presentations, Content Strategy, Gap Analysis, Prioritization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    494 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Pragmatic AI Labs

    AI Orchestration: From local models to cloud

    Skills you'll gain: AI Orchestration, AI Workflows, Cloud Infrastructure, AI Integrations, Retrieval-Augmented Generation, AWS SageMaker, Prompt Engineering, Hugging Face, Prompt Patterns, Cloud Deployment, Cloud Computing Architecture, Model Deployment, LLM Application, Large Language Modeling, Cloud Technologies, Model Optimization, Analysis, Rust (Programming Language), System Monitoring, Computer Graphics

    Beginner · Course · 1 - 4 Weeks

1…202122…196

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

  • AWS Machine Learning Specialty Certification Guide: Packt
  • AWS Security, Identity & Cost Management: Whizlabs
  • Modern Deep Learning Foundations: Packt
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
  • Operationalizing No-Code AI with Zapier - Automation & Plans: Board Infinity
  • Machine Learning and Deep Learning for Software Engineers: Board Infinity
  • Lean Six Sigma Professional Track - From Green to Black Belt: Packt
  • Software Cost and Effort Estimation Techniques: EDUCBA
  • Business Analytics for Decision Making: University of Colorado Boulder
  • Corporate Finance Strategies & Valuation Mastery: EDUCBA

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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