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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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    EDUCBA

    DirectX: Implement & Optimize 3D Rendering

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C++ (Programming Language), Mathematical Theory & Analysis, Applied Mathematics, Algebra

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Google Cloud Platform, Cloud Management, Cost Management, Cloud Infrastructure, Serverless Computing, Expense Management, Budgeting, Cost Reduction, Virtual Machines, Query Languages, Resource Utilization, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Progressive Web App with JavaScript: Make a Scavenger PWA

    Skills you'll gain: Hypertext Markup Language (HTML), Frontend Performance, Web Applications, Javascript, Web Development Tools, Performance Tuning, Software Development

    Intermediate · Guided Project · Less Than 2 Hours

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    Board Infinity

    Advanced vSphere 8.x Features & Virtualization Management

    Skills you'll gain: vSphere DRS & HA, Virtual Machines, Storage vMotion, vCenter Server Management, Performance Tuning, Virtualization, Capacity Management, System Monitoring, Data Migration

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Cloud Support Associates

    Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Client HQ: Streamline Client Project Management with Notion

    Skills you'll gain: Timelines, Database Design, Workflow Management, Project Management Software, Client Services, Customer Relationship Management (CRM) Software, Productivity Software, Project Management, Collaborative Software, Process Improvement and Optimization

    Mixed · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    General Relativity II: Applications

    Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Mechanics, Mathematical Modeling, Scientific Methods

    Mixed · Course · 1 - 3 Months

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    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Keras Deep Learning Projects with TensorFlow

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib

    Beginner · Specialization · 1 - 3 Months

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, Large Language Modeling, Embeddings, Responsible AI, AI Personalization, Cost Management, Artificial Intelligence, AI Enablement, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations with Vertex AI: Model Evaluation

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Data Ethics, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Multimodal RAG with GPT – Build Smarter Search & AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), Generative AI, LLM Application, AI Personalization, Image Analysis, Vector Databases

    Intermediate · Course · 1 - 3 Months

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

  • DirectX: Implement & Optimize 3D Rendering: EDUCBA
  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud
  • Progressive Web App with JavaScript: Make a Scavenger PWA: Coursera
  • Advanced vSphere 8.x Features & Virtualization Management: Board Infinity
  • GenAI for Cloud Support Associates: Coursera
  • Client HQ: Streamline Client Project Management with Notion: Skillshare
  • General Relativity II: Applications: The Hong Kong University of Science and Technology
  • Natural Language Processing - Deep Learning Models in Python: Packt
  • Keras Deep Learning Projects with TensorFlow: EDUCBA
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson

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