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  • Mathematical Optimization

Mathematical Optimization Courses

Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Popular Mathematical Optimization Courses and Certifications


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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Créer des applications d'IA générative sur Google Cloud

    Skills you'll gain: LLM Application, Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Prompt Engineering, Google Cloud Platform, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Infraestrutura de IA: Cloud TPUs

    Skills you'll gain: Google Cloud Platform, Model Optimization, Model Training, Interoperability, Performance Tuning, Application Specific Integrated Circuits

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: Java Programming, Java Platform Enterprise Edition (J2EE), JUnit, Software Documentation, Application Frameworks, Development Environment, Application Design, Software Testing, Performance Tuning, Data Persistence, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Splunk Administration: Monitor & Optimize Data

    Skills you'll gain: Splunk, Scripting, Servers, Dataflow, Data Pipelines, IT Automation, Microsoft Servers, Windows Servers, Operating System Administration, System Monitoring, Performance Tuning, System Configuration, Systems Administration, Data Import/Export, Network Monitoring, Event Monitoring, Data Integration, Configuration Management, Microsoft Windows, Continuous Monitoring

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Vertex AI Studio - Deutsch

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

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Manage Binary Trees for Java Performance

    Skills you'll gain: Java, Java Programming, Performance Tuning, Data Structures, Software Engineering, Tree Maps, Scalability, Algorithms, Benchmarking, Theoretical Computer Science

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Application Programming Interface (API), Cloud API, AI Security, Cloud Management, Security Controls, Application Performance Management, Load Balancing, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design and Build Advanced Android Apps with Kotlin

    Skills you'll gain: Android Studio, Android Development, Kotlin, Mobile Development, UI Components, Relational Databases, PostgreSQL, Application Design, Database Design, Database Development, Databases, User Interface (UI), User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Frontend Performance, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Craft Launch Templates

    Skills you'll gain: Project Management Software, Project Management, User Feedback, Procedure Development, Workflow Management, Project Documentation, Program Standards, Standard Operating Procedure, Process Design, Process Improvement, Process Optimization, Operational Efficiency, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure: Cloud GPU

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

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Machine Learning Product Management - Strategy to Deployment

    Skills you'll gain: Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, AI Product Strategy, Product Management, Model Training, Product Lifecycle Management, Machine Learning Algorithms, Model Optimization, Applied Machine Learning, Decision Intelligence, Data Processing, Technical Product Management, Feature Engineering, Project Management, Machine Learning Methods, Machine Learning, Technical Management, Data Transformation

    Intermediate · Course · 1 - 3 Months

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

  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Créer des applications d'IA générative sur Google Cloud: Google Cloud
  • Infraestrutura de IA: Cloud TPUs: Google Cloud
  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • Splunk Administration: Monitor & Optimize Data: EDUCBA
  • Introduction to Vertex AI Studio - Deutsch: Google Cloud
  • Manage Binary Trees for Java Performance: Coursera
  • Design & Secure LLM APIs for Scalability: Coursera
  • Design and Build Advanced Android Apps with Kotlin: EDUCBA
  • Craft Launch Templates: Coursera

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