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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


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    Google Cloud

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

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Optimization, Google Cloud Platform, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Advanced Email Marketing Techniques

    Skills you'll gain: Email Marketing, Email Automation, General Data Protection Regulation (GDPR), A/B Testing, Copywriting, Marketing Automation, Campaign Management, Gmail, Compliance Auditing, Data-Driven Marketing, Content Optimization, Regulation and Legal Compliance, Target Audience, Auditing, Compliance Management, Customer Relationship Management (CRM) Software, Marketing Strategy and Techniques, Marketing Planning, Market Analysis, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Integrate AI Insights

    Skills you'll gain: AI Integrations, AI Enablement, Prompt Engineering, AI literacy, AI Workflows, Artificial Intelligence, Automation, Model Optimization, Operational Analysis, Configuration Management, Model Evaluation, Software Documentation, Productivity

    Intermediate · Course · 1 - 4 Weeks

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    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

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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, Model Optimization

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Data Store, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Microsoft Power Platform, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Frontend Performance, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    KI-Infrastruktur: Einführung in AI Hypercomputer

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Computing, Model Optimization, AI Workflows, Computer Architecture, Artificial Intelligence, AI literacy, Performance Tuning, Hardware Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure:Cloud TPU

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure Architecture, Model Optimization, Model Training, Interoperability, Hardware Architecture, Computer Architecture

    Intermediate · Course · 1 - 4 Weeks

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    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

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    University of Colorado Boulder

    Equivalences, Abstraction, and Partial Order Reduction

    Skills you'll gain: Verification And Validation, Computational Thinking, Systems Design, Systems Analysis, Model Optimization, Software Design, Computer Architecture, Software Quality (SQA/SQC), Logical Reasoning

    Beginner · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Prompt Architecture and NLP on Amazon Bedrock

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, AI Workflows, Natural Language Processing, Tool Calling, LLM Application, AI Orchestration, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Advanced Email Marketing Techniques: Coursera
  • Balance and Analyze Image Segmentation: Coursera
  • Integrate AI Insights: Coursera
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Logistic Regression with SAS: Build & Evaluate Models: EDUCBA
  • Microsoft Power BI Performance Best Practices: Packt
  • KI-Infrastruktur: Einführung in AI Hypercomputer: Google Cloud
  • AI Infrastructure:Cloud TPU: Google Cloud
  • Ingeniería de aeropuertos OACI (ICAO): Diseño del lado aire: Universitat Politècnica de València

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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