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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
    Free Trial
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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Continuous Monitoring, AI Integrations, Performance Tuning, Anomaly Detection, Data Mapping, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Optimizing, Deploying, and Governing LLMs in the Enterprise

    Skills you'll gain: Model Deployment, Responsible AI, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Multimodal Prompts, Enterprise Application Management, Model Optimization, AI Workflows, Data Management, Generative AI, Generative Model Architectures, Data Strategy, Data Ethics, AI Personalization, Data Governance, Data Preprocessing, Scalability, Data Quality, Performance Tuning

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Finalizing, Rendering, and Presenting Your Victorian Scene

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Technical Design, Model Optimization, Art History, Image Quality, Aesthetics

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Implementa y escala modelos de IA con Cloud Run

    Skills you'll gain: Model Deployment, Cloud Deployment, Serverless Computing, Google Cloud Platform, Generative AI, Model Optimization, Application Deployment, AI Integrations, Containerization, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure : Cloud TPU

    Skills you'll gain: Model Optimization, Google Cloud Platform, Cloud Infrastructure, AI Workflows, Performance Tuning, Scenario Testing, Interoperability, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestructura de IA: técnicas de redes

    Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Infrastructure, Scalability, Data Infrastructure, Identity and Access Management, Data Import/Export, Distributed Computing, Network Infrastructure, Network Planning And Design, Token Optimization, Model Training, Data Migration, Network Architecture, Network Performance Management, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    CertNexus

    ETBIZ (Exam ETZ-210)

    Skills you'll gain: Data Literacy, Data Science, Data Strategy, Internet Of Things, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    KI-Infrastruktur: Bereitstellungsarten

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Model Deployment, Kubernetes, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Infrastructure Architecture, Cloud-Native Computing, Containerization, Network Performance Management, AI Workflows, Distributed Computing, Performance Tuning, Model Training, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: GPU Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, Model Optimization, Performance Tuning, Model Training, Cloud Platforms, Computing Platforms, Artificial Intelligence, Computer Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestrutura de IA: introdução ao Hipercomputador de IA

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Performance Tuning, Model Optimization, Model Training, Hardware Architecture, AI Workflows, Computer Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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

  • Build & Evaluate Decision Trees for ML: Coursera
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • AppDynamics Monitoring: Coursera
  • Optimizing, Deploying, and Governing LLMs in the Enterprise: Packt
  • Finalizing, Rendering, and Presenting Your Victorian Scene: Packt
  • Implementa y escala modelos de IA con Cloud Run: Google Cloud
  • AI Infrastructure : Cloud TPU: Google Cloud
  • Infraestructura de IA: técnicas de redes: Google Cloud
  • ETBIZ (Exam ETZ-210): CertNexus
  • KI-Infrastruktur: Bereitstellungsarten: 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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