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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


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    Logical Operations

    Prompt Engineering for AI Text Generation

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Generative AI, Business Communication, Communication, AI powered creativity, Responsible AI, Data Ethics, LLM Application, Large Language Modeling, Content Optimization, Artificial Intelligence, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Essential Guide to LLMOps

    Skills you'll gain: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Model Training, Responsible AI, Model Optimization, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Monitoring, Artificial Intelligence, Data Collection

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Vertex AI Studio - Bahasa Indonesia

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Prompt Engineering Tools, Multimodal Prompts, Prompt Engineering, Model Optimization, Google Cloud Platform, Fine-tuning, Prototyping, Product Lifecycle Management, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Las personas, la tecnología y el futuro de la movilidad

    Skills you'll gain: Automation, Socioeconomics, AI Security, Environmental Issue, Emerging Technologies, Sustainable Technologies, Policy Analysis, Transportation Operations, Social Sciences, Health Equity, Electric Power Systems, Social Studies, Environment, Energy and Utilities, Electrical Equipment, Sustainable Development, Traffic Flow Optimization, Augmented and Virtual Reality (AR/VR), Diversity Equity and Inclusion Initiatives, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    ZBrush DynaMesh: Apply, Design & Customize Brushes

    Skills you'll gain: 3D Assets, 3D Modeling, Data Import/Export, Graphics Software, File Management, Computer Graphics, Model Optimization

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    ML Pipelines on Google Cloud - Português

    Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Data Pipelines, Model Deployment, Tensorflow, Continuous Deployment, AI Workflows, Metadata Management, Model Training, Model Optimization, AI Orchestration, Data Preprocessing, Model Evaluation

    Advanced · Course · 1 - 3 Months

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    Alex Genadinik

    2026 - Launch Your Own Cryptocurrency Solana Token

    Skills you'll gain: Drive Engagement, Marketing Strategies, Marketing Strategy and Techniques, Social Media, Social Media Management, Marketing, Marketing Communications, Promotional Strategies, Social Media Content, Blockchain, Social Media Marketing, Token Optimization, Web Presence, Promotions and Campaigns, Content Creation, Product Promotion, Customer Engagement, Digital Assets, Web Content, Market Liquidity

    Mixed · Course · 1 - 3 Months

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    Packt

    Optimizing Salesforce Solutions on Vlocity OmniStudio

    Skills you'll gain: Force.com, Performance Testing, Salesforce Development, Salesforce, Test Planning, Performance Stress Testing, Performance Tuning, Salesforce Object Query Language (SOQL), Performance Analysis, Test Tools, Performance Measurement, System Testing, Application Performance Management, Interactive Design, Frontend Performance, Process Optimization, UI Components, Performance Improvement, Build Tools, DevOps

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Analyze AI SEO Data for Impact

    Skills you'll gain: Data-Driven Marketing, Web Analytics and SEO, Data Presentation, Data Storytelling, Driving engagement, Business Reporting, Statistical Analysis, Performance Reporting

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Deployment, Amazon Web Services, Model Deployment, Application Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Token Optimization, Feature Engineering, Data Preprocessing, Deep Learning, Model Training, Data Processing, Recurrent Neural Networks (RNNs), Data Cleansing, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Logistic Regression with SAS: Build & Evaluate Models

    Skills you'll gain: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Predictive Analytics, Data Wrangling, Statistical Methods, Data Transformation, Statistical Analysis, Model Optimization, Graphing

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Continuous Integration Mastery with Jenkins

    Skills you'll gain: Jenkins, CI/CD, Docker (Software), Continuous Delivery, Containerization, Git (Version Control System), Code Review

    Intermediate · Course · 1 - 3 Months

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

  • Prompt Engineering for AI Text Generation: Logical Operations
  • Essential Guide to LLMOps: Packt
  • Introduction to Vertex AI Studio - Bahasa Indonesia: Google Cloud
  • Las personas, la tecnología y el futuro de la movilidad: University of Michigan
  • ZBrush DynaMesh: Apply, Design & Customize Brushes: EDUCBA
  • ML Pipelines on Google Cloud - Português: Google Cloud
  • 2026 - Launch Your Own Cryptocurrency Solana Token: Alex Genadinik
  • Optimizing Salesforce Solutions on Vlocity OmniStudio: Packt
  • Analyze AI SEO Data for Impact: Coursera
  • Image Captioning with TensorFlow & Streamlit: 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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