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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


  • Status: Free Trial
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    Packt

    Deep Learning, NLP, and AI Applications

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Natural Language Processing, Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Large Language Modeling, Fine-tuning, Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Tensorflow, Artificial Intelligence, Machine Learning Methods, Computer Vision, Model Training

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Pragmatic AI Labs

    AWS Generative AI and Foundation Models

    Skills you'll gain: Amazon Bedrock, Token Optimization, Generative AI, AWS SageMaker, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, AI literacy, Amazon Web Services, Amazon Elastic Compute Cloud, No-Code Development, AI Integrations, Model Deployment, Model Optimization, Technology Solutions, Rust (Programming Language), Package and Software Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Master Inventory System – Unity 6 & Blender

    Skills you'll gain: 3D Assets, Unity Engine, 3D Modeling, User Interface (UI), Video Game Development, User Interface (UI) Design, Debugging, Game Design, User Interface and User Experience (UI/UX) Design, Animation and Game Design, Visualization (Computer Graphics), Computer Graphics, Frontend Integration, Program Development, Interactive Design, Virtual Environment, Model Optimization, Scripting, Computer Graphic Techniques, Object Oriented Programming (OOP)

    Intermediate · Specialization · 3 - 6 Months

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    Alex Genadinik

    Become A Bestseller On Amazon As An Independent Author

    Skills you'll gain: Copywriting, Market Opportunities, Product Promotion, Promotional Strategies, Advertising, Search Engine Optimization, Online Advertising, Advertising Campaigns, Marketing, Podcasting, Content Creation, Keyword Research, Brand Awareness, Digital Publishing, Target Market, Brand Strategy, Branding

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Field Sales Agents: Local Market Insights

    Skills you'll gain: Sales Territory Management, AI Personalization, Generative AI Agents, Sales Strategy, Customer Engagement, Regional Sales, Sales Process, Lead Generation, Market Intelligence, Sales Enablement, Real Time Data, Personalized Service, Anthropic Claude, Sales Development, AI Enablement, Market Analysis, Responsible AI, Customer Analysis, Ethical Standards And Conduct, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Engineer AI Models: Explain, Tune & Experiment

    Skills you'll gain: Feature Engineering, Fraud detection, Decision Intelligence, Jupyter, Model Optimization, Responsible AI, Model Evaluation, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Google Cloud

    AI Infrastructure : Cloud GPU

    Skills you'll gain: Hardware Architecture, Google Cloud Platform, Cloud Infrastructure, Model Optimization, Application Specific Integrated Circuits, Performance Tuning, Cloud Computing Architecture, Computing Platforms, Model Training, Cloud Platforms, Cloud Computing, System Configuration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Master Advanced SketchUp Modeling & Visualization Workflows

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations, 3D Assets, Software Visualization, Computer Graphic Techniques, Model Optimization, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Microsoft

    Microsoft FluêncIA

    Skills you'll gain: Generative AI, AI literacy, Artificial Intelligence, Data Ethics, Responsible AI, Generative Engine Optimization (GEO), Microsoft Copilot

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Decision Intelligence, AI Orchestration, Responsible AI, Agentic systems, Agentic Workflows, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, AI Security, Model Training, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    PracticalGrowth

    High-Performance Team Leadership: Lead Teams That Deliver

    Skills you'll gain: Team Performance Management, Prioritization, Process Mapping, Team Leadership, Team Management, Business Workflow Analysis, Workflow Management, Productivity, Strategic Prioritization, Organizational Effectiveness, Accountability Frameworks, Delegation Skills, Process Optimization, Process Analysis, Performance Management, Leadership, Operational Excellence, Performance Metric, Accountability, Stakeholder Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • Deep Learning, NLP, and AI Applications: Packt
  • AWS Generative AI and Foundation Models: Pragmatic AI Labs
  • Master Inventory System – Unity 6 & Blender: Packt
  • Become A Bestseller On Amazon As An Independent Author: Alex Genadinik
  • GenAI for Field Sales Agents: Local Market Insights: Coursera
  • Engineer AI Models: Explain, Tune & Experiment: Coursera
  • AI Infrastructure : Cloud GPU: Google Cloud
  • Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
  • Microsoft FluêncIA: Microsoft
  • Decision-Making in Dynamic Environments: LearnQuest

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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