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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


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    Edureka

    Serverless Data Pipelines

    Skills you'll gain: Serverless Computing, Amazon CloudWatch, Data Pipelines, Data Engineering, Amazon Web Services, Extract, Transform, Load, Data Transformation, Data Processing, Amazon S3, Site Reliability Engineering, Cloud Computing, Amazon DynamoDB, Event Monitoring, Cloud Storage, Data Preprocessing, AWS Identity and Access Management (IAM), Cloud Security, Continuous Monitoring, Performance Metric, Security Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    309 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Optimizing, Deploying, and Scaling ASP.NET Core Web APIs

    Skills you'll gain: ASP.NET, Azure DevOps Pipelines, Docker (Software), CI/CD, Containerization, Restful API, Application Programming Interface (API), Software Documentation, Cloud-Native Computing, Azure DevOps, .NET Framework, Software Architecture, Microservices, Continuous Deployment, Application Deployment, Data Validation, Application Performance Management, Maintainability, Verification And Validation, Web Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Technology & Software Sales Fundamentals

    Skills you'll gain: Account Strategy, Account Management, Selling Techniques, Technical Sales, Sales Territory Management, Cold Calling, Sales Process, Sales Strategy, Closing (Sales), Customer Relationship Building, Customer Engagement, B2B Sales, Consultative Selling, Customer Relationship Management, Solution Selling, Generative AI Agents, Lead Generation, Overcoming Objections, Return On Investment, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    527 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Improve Email Deliverability

    Skills you'll gain: Email Security, Email Marketing, Email Automation, Authentications, Marketing Effectiveness, Campaign Management, Data Cleansing, Data Quality, Auditing, Digital Marketing, Driving engagement, Marketing Analytics, Data Maintenance, Campaign Planning, Customer Engagement, Continuous Monitoring, Brand Management, Risk Analysis, Analysis

    Beginner · Course · 1 - 4 Weeks

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    STARWEAVER

    AI for Application Development: End-to-End AI Workflow

    Skills you'll gain: Prompt Engineering, Test Automation, Generative AI, Engineering Software, Continuous Deployment, Development Testing, DevOps, Software Documentation, Test Tools, CI/CD, Software Testing, Code Review, Verification And Validation, Software Development, Software Design Documents, Application Deployment, Maintainability, AI Workflows, Software Technical Review, Cloud API

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Java Concurrency, Performance, and Networking

    Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    New Age Technologies in Manufacturing

    Skills you'll gain: Automation Engineering, Manufacturing and Production, Embedded Systems, Machine Controls, Robotics, Electronics, Industrial Engineering, Product Automation, Artificial Intelligence and Machine Learning (AI/ML), Robotic Process Automation, Control Systems, Automation, Wireless Networks, Internet Of Things, Reinforcement Learning, Communication Systems, Real Time Data, Machine Learning, Electronic Components, Peripheral Devices

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Professional Sales Mastery

    Skills you'll gain: Sales Territory Management, Cold Calling, Regional Sales, Consultative Selling, Lead Generation, Selling Techniques, Sales Training, B2B Sales, Sales Management, Agentic Workflows, Closing (Sales), Sales, Sales Operations, AI Personalization, Generative AI Agents, Sales Pipelines, Business Strategy, Customer Engagement, Customer Analysis, Campaign Management

    4.6
    Rating, 4.6 out of 5 stars
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    413 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4
    Rating, 4 out of 5 stars
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    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Building Images with Dockerfiles

    Skills you'll gain: Docker (Software), Containerization, Maintainability, Application Deployment, DevOps, Devops Tools, Software Installation, Image Quality, Package and Software Management, Nginx, Linux, Configuration Management, Command-Line Interface, Context Management, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    E-Marketing

    Skills you'll gain: Pay Per Click Advertising, Search Engine Marketing, Customer Retention, Persona Development, Digital Marketing, Marketing Analytics, Paid media, Search Engine Optimization, Online Advertising, Key Performance Indicators (KPIs), Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Marketing Planning, Data-Driven Marketing, Keyword Research, Social Media Strategy, Marketing Effectiveness, Social Media

    4.7
    Rating, 4.7 out of 5 stars
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    414 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Serverless Data Pipelines: Edureka
  • Analytics for Decision Making: University of Minnesota
  • Optimizing, Deploying, and Scaling ASP.NET Core Web APIs: Packt
  • Technology & Software Sales Fundamentals: Coursera
  • Improve Email Deliverability: Coursera
  • AI for Application Development: End-to-End AI Workflow: STARWEAVER
  • Java Concurrency, Performance, and Networking: Packt
  • New Age Technologies in Manufacturing: L&T EduTech
  • Professional Sales Mastery: Coursera
  • Mathematics for Machine Learning: PCA: Imperial College London

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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