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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


  • P

    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Fine-tuning, Embeddings, Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Data Preprocessing, Model Optimization, Model Training

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • N

    Northwestern University

    현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션

    Skills you'll gain: Machine Controls, Control Systems, Robotics, Simulation and Simulation Software, Automation Engineering, Program Development, Mathematical Software, Mathematical Modeling, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Optimize Deep Learning: Tune PyTorch Models

    Skills you'll gain: Fine-tuning, Model Optimization, Model Deployment, Model Training, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Mastering Cloud FinOps

    Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Cost Containment, Financial Management, Cost Control, Financial Data, Cost Management, Anomaly Detection, Serverless Computing, Resource Allocation, Cloud Computing Architecture, Forecasting, Cloud-Native Computing, Management Reporting, Cost Reduction, Containerization, Plan Execution, Solution Architecture, Culture Transformation

    4 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    STAR-CCM+: Fluid Flow & Thermal Simulation

    Skills you'll gain: Applied Mathematics, Simulation and Simulation Software, Engineering, Thermal Management, Scientific Visualization, Geometry, Star Schema, Model Evaluation, Environment

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Optimization, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, AI Product Strategy, Transfer Learning, Model Training, Applied Machine Learning, AI Personalization, Model Evaluation, Performance Tuning, Model Based Systems Engineering, Memory Management, Program Evaluation, Analysis, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Fine-tune Multimodal Models with Transfer Learning

    Skills you'll gain: Model Optimization, Fine-tuning, Multimodal Prompts, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Data Processing, Tensorflow, Knowledge Transfer, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    2026 Google Search Console: #1 SEO Tool To Track SEO

    Skills you'll gain: Web Analytics, Google Analytics, Frontend Performance, Content Performance Analysis, Performance Metric, Usability, Digital Marketing Tools

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Streamline Jira Workflows, Analyze Bottlenecks Fast

    Skills you'll gain: Jira (Software), Process Optimization, Process Improvement and Optimization, Process Design, Process Management, Process Analysis, Business Workflow Analysis, Workflow Management, Process Improvement, Business Process, Business Process Automation, Issue Tracking, Configuration Management, Automation, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Navigating Healthcare Supply Chain Operations

    Skills you'll gain: Process Improvement, Operational Excellence, Operational Analysis, Process Improvement and Optimization, Operational Efficiency, Inventory Control, Inventory Management, Inventory Management System, Inventory and Warehousing, Operations, Operations Management, Supply Chain Management, Supply Chain, Procurement, Supply Chain Systems, Purchasing, Capacity Planning, Inventory Control Systems, Change Management, Problem Solving

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Madecraft

    Content Marketing That Converts

    Skills you'll gain: Content Marketing, Social Media Content, Content Performance Analysis, Social Media Marketing, Social Media, Social Media Management, Content Strategy, Content Creation, Content Optimization, Brand Marketing, Content Scheduling, Email Marketing, Thought Leadership, Digital Marketing, Marketing Analytics, Copywriting, Storytelling, Target Audience, Influencing, Web Analytics and SEO

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…181182183…264

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

  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • 현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션: Northwestern University
  • Optimize Deep Learning: Tune PyTorch Models: Coursera
  • Mastering Cloud FinOps: Board Infinity
  • STAR-CCM+: Fluid Flow & Thermal Simulation: Coursera
  • Fine-Tune & Optimize Generative AI Models: Coursera
  • Fine-tune Multimodal Models with Transfer Learning: Coursera
  • 2026 Google Search Console: #1 SEO Tool To Track SEO: Alex Genadinik
  • Streamline Jira Workflows, Analyze Bottlenecks Fast: Coursera

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