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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


  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Optimization, MLOps (Machine Learning Operations), Applied Machine Learning, Responsible AI

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alex Genadinik

    Yelp Marketing: Organic Yelp Ranking & Ads For Local Search

    Skills you'll gain: Growth Strategies, Advertising Campaigns, Marketing Strategies, Search Engine Marketing, Advertising, Marketing, Content Optimization, Digital Advertising, Lead Generation, Web Presence

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI, Data Quality, Automation

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Infraestructura de IA: introducción a AI Hypercomputer

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

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    Introduction to Vertex AI Studio - 日本語版

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

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universitat Politècnica de València

    Ingeniería de aeropuertos OACI (ICAO): Diseño del lado aire

    Skills you'll gain: Building Codes, Civil Engineering, Structural Engineering, Environmental Regulations, Drafting and Engineering Design, Design Specifications, Safety Standards, Traffic Flow Optimization, Engineering Design Process, Infrastructure Architecture, Engineering Calculations, Technical Standard

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • 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

    Category: New
    New
  • P

    Packt

    Data-Driven Apps with Core Data, ML, and App Architecture

    Skills you'll gain: Apple iOS, Core Data (Software), iOS Development, Application Design, Swift Programming, User Interface (UI), Mobile Development, UI Components, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Database Application, Database Management, Software Design, Application Frameworks, Application Development, Game Design, AI Integrations, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Blender Texturing, Sculpting and Unity Integration

    Skills you'll gain: 3D Modeling, 3D Assets, Unity Engine, Computer Graphics, Animation and Game Design, Model Optimization, Video Game Development, Graphics Software, Data Import/Export

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Attention Mechanism - בעברית

    Skills you'll gain: Model Optimization, Machine Learning Methods, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
  • Yelp Marketing: Organic Yelp Ranking & Ads For Local Search: Alex Genadinik
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Infraestructura de IA: introducción a AI Hypercomputer: Google Cloud
  • Introduction to Vertex AI Studio - 日本語版: Google Cloud
  • Ingeniería de aeropuertos OACI (ICAO): Diseño del lado aire: Universitat Politècnica de València
  • Nail Regression & Classification: Coursera
  • Infraestructura de IA: técnicas de redes: Google Cloud
  • Data-Driven Apps with Core Data, ML, and App Architecture: 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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