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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

    Blender 5 & UE5.7 - Stylized Haunted Street Kit

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Virtual Environment, Cinematography, Animation and Game Design, File Management, Video Game Development, Visualization (Computer Graphics), Computer Graphics, Game Design, Animations, Computer Graphic Techniques, Grading (Landscape), Photo/Video Production and Technology, Visual Storytelling, Model Optimization, Simulations, Data Import/Export, Layout Design

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • W

    Whizlabs

    Amazon SageMaker Essentials

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Model Training, Model Deployment, Data Preprocessing, Feature Engineering, Model Evaluation, Responsible AI, Amazon Web Services, Data Wrangling, Model Optimization, Supervised Learning, Data Transformation, Data Processing, Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Cloud Deployment, Apache Airflow, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Finance, Financial Modeling, Risk Modeling, Probability, Risk Management, Probability Distribution, Model Optimization

    4.7 stars, 330 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (330) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Python Development

    Skills you'll gain: Web Scraping, Data Structures, Generative AI, Version Control, Git (Version Control System), Matplotlib, Data Visualization, Web Development, Debugging, Data Literacy, Scripting, Flask (Web Framework), Plotly, Data Ethics, GitHub, Containerization, DevOps, Automation, Data Analysis, Cloud Computing

    4.4 stars, 763 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.4 (763) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Computer Science, Big Data, Python Programming, Model Optimization

    4.6 stars, 703 reviews, Advanced, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Advanced Machine Learning and its Applications

    Skills you'll gain: Generative AI, Data Preprocessing, Model Evaluation, Generative Model Architectures, Dimensionality Reduction, Applied Machine Learning, Feature Engineering, Image Analysis, Tensorflow, Generative Adversarial Networks (GANs), Computer Vision, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Convolutional Neural Networks, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Large Language Modeling, Data Cleansing, Autoencoders

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Turning Ideas into Sustainable Results

    Skills you'll gain: Operational Excellence, Plan Execution, Process Optimization, Process Improvement and Optimization, Organizational Change, Performance Improvement, Operational Efficiency, Follow Through, Process Improvement, Change Management, Program Implementation, Performance Measurement, Strategic Prioritization, Matrix Management, Workflow Management, Continuous Improvement Process, Prioritization, Program Evaluation, Performance Metric, Cross-Functional Collaboration

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    LLM Monitoring & Tracing: AI Observability with Datadog

    Skills you'll gain: LLM Application, LangChain, Prompt Engineering, Agentic Workflows, Retrieval-Augmented Generation, AI Workflows, Large Language Modeling, Agentic systems, Token Optimization, Model Deployment, Application Performance Management, A/B Testing, System Monitoring, Model Evaluation, AI Security, Debugging, Personally Identifiable Information, Continuous Monitoring, Machine Learning, Data Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • S

    Skillshare

    AI-Powered SEO Content Marketing

    Skills you'll gain: Keyword Research, Prompt Engineering, Copywriting, Search Engine Optimization, Storytelling, Web Content, ChatGPT, Target Audience, Blogs, Content Development and Management, Content Strategy, AI powered creativity, Web Analytics and SEO, Content Management, Content Creation, AI Personalization, Writing and Editing, Maintainability, Marketing, Content Optimization

    4.4 stars, 34 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (34) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    High Performance with Java

    Skills you'll gain: Performance Tuning, Data Structures, Java Programming, Java, Performance Testing, Application Performance Management, Database Management, Database Architecture and Administration, Memory Management, Maintainability, Object Oriented Design, Databases, AI Integrations, Software Testing, Microservices, Algorithms, Application Frameworks, Scalability, SQL, Javascript

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • 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), Program Development, Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Spreadsheet Software, Data Management, Automation

    4.8 stars, 4.3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (4.3K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Full Digital Marketing Course 2026: SEO, Paid Ads, SMM, GTM!

    Skills you'll gain: Digital Marketing, Search Engine Optimization, Digital Advertising, Online Advertising, Campaign Management, Keyword Research, Marketing, Paid media, Digital Marketing Tools, Marketing Strategy and Techniques, Digital Publishing, Target Audience, Pay Per Click Advertising, Google Ads, Search Engine Marketing, Digital Media Strategy, Social Media Campaigns, Email Marketing, Web Analytics and SEO, Digital Content

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular optimization courses

  • Blender 5 & UE5.7 - Stylized Haunted Street Kit: Packt
  • Amazon SageMaker Essentials: Whizlabs
  • Introduction to Financial Engineering and Risk Management: Columbia University
  • Microsoft Python Development: Microsoft
  • Advanced Algorithms and Complexity: University of California San Diego
  • Advanced Machine Learning and its Applications: University of Glasgow
  • Turning Ideas into Sustainable Results: Microsoft
  • LLM Monitoring & Tracing: AI Observability with Datadog: Packt
  • AI-Powered SEO Content Marketing: Skillshare
  • High Performance with Java: Packt

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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