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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: Free Trial
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    Packt

    Blender to Unreal Engine 5 – Fantasy River Diorama Scene

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Computer Graphics, Virtual Environment, Computer Graphic Techniques, Animation and Game Design, User Interface (UI), Model Optimization, Video Game Development, Image Quality, Performance Tuning, Data Import/Export, Fine-tuning, Game Design, Graphic and Visual Design, Simulations

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Building Vision and NLP Workflows with TensorFlow pipelines

    Skills you'll gain: Model Evaluation, Image Analysis, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), AI Workflows, Model Training, Embeddings, Deep Learning, Large Language Modeling, Natural Language Processing, Model Deployment, Model Optimization, Data Pipelines, Risk Modeling, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    New
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    Coursera

    Evaluate Metrics, Craft Dashboards for Jira Mastery

    Skills you'll gain: Jira (Software), Dashboard Creation, Sprint Retrospectives, Performance Metric, Performance Reporting, Team Performance Management, Business Metrics, Organizational Effectiveness, Performance Improvement, Issue Tracking, Continuous Improvement Process, Taking Meeting Minutes, Record Keeping

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Training, Model Optimization, Model Deployment, Fine-tuning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Practical Machine Learning without Coding

    Skills you'll gain: No-Code Development, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Return On Investment, Model Evaluation, Performance Measurement, Business Metrics, Responsible AI, Cloud Deployment, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Compliance Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Email & Digital Marketing Strategy

    Skills you'll gain: Email Marketing, Advertising Campaigns, Email Automation, Marketing Automation, Web Presence, Target Audience, Campaign Planning, Digital Marketing, Campaign Management, Driving engagement, Search Engine Optimization, Customer Engagement, Online Advertising, Direct Marketing, Digital Media Strategy, Social Media Marketing, Marketing Strategies, Marketing Strategy and Techniques, Web Analytics and SEO, Digital Marketing Campaigns

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Professional Documentation and Rendering in SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), Visual Storytelling, Model Optimization, AI powered creativity, Design Software, Layout Design, Visualization (Computer Graphics), Software Documentation, Generative AI, 3D Modeling, Graphical Tools, Document Management, Design, Digital Design, Animations, AI Integrations, Image Quality, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Deep Learning, Machine Learning Software, Model Optimization, Machine Learning, Model Training, Artificial Neural Networks, Performance Tuning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Cloud Management, Cloud Infrastructure, Capacity Management, Virtual Machines, Query Languages, Cloud Storage, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Analyze AI SEO & Conquer Competitors

    Skills you'll gain: Competitive Analysis, Keyword Research, Search Engine Optimization, Competitive Intelligence, Web Analytics and SEO, Market Opportunities, Content Strategy, Market Intelligence, Social Media Marketing, Strategic Thinking, Marketing Strategies, Search Engine Marketing, Digital Marketing, Target Audience, Market Research, Gap Analysis, Needs Assessment, Strategic Prioritization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    LearnQuest

    Coaching Sales Professionals and Scaling Results

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Sales Enablement, Lifelong Learning, Sales, Sales Training, Sales Strategy, Professional Development, Sales Operations, Process Optimization, Sales Development, Personal Development, People Development, Stress Management, Mentorship, Growth Mindedness, Self-Motivation, Relationship Building, Customer Relationship Building

    Beginner · Course · 1 - 4 Weeks

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

  • Blender to Unreal Engine 5 – Fantasy River Diorama Scene: Packt
  • Building Vision and NLP Workflows with TensorFlow pipelines: Coursera
  • Evaluate Metrics, Craft Dashboards for Jira Mastery: Coursera
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • Practical Machine Learning without Coding: LearnQuest
  • Email & Digital Marketing Strategy: EDUCBA
  • Optimize AI: Build Robust Ensemble Models: Coursera
  • Professional Documentation and Rendering in SketchUp: Packt
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud

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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