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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


  • Status: New
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    Packt

    DSA In Python + Top 130 Leetcode Problems for MAANG

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Python Programming, Programming Principles, Computational Thinking, Data Science, Theoretical Computer Science, Data Processing, Model Optimization, Geometry, Data Analysis Expressions (DAX), Data Manipulation, Data Analysis, Data Management, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    AI & Quantum Computing – Zero to Expert Bootcamp

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Quantum computing, Machine Learning Algorithms, Artificial Intelligence, Model Optimization, Artificial Neural Networks, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Introduction to Carbon Reduction and Net Zero

    Skills you'll gain: Climate Change Mitigation, Climate Change Programs, Sustainable Development, Environment, Sustainable Technologies, Environmental Science, Environmental Issue, Corporate Sustainability, Pollution Prevention, Energy and Utilities, Community Outreach

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, AI literacy, Debugging, Data Transformation, Generative AI, Prompt Patterns, Data Preprocessing, Analytics, AI Integrations, AI Workflows, Data Analysis, Data Cleansing, Excel Formulas, Data Manipulation, Code Review, Model Optimization, Data Analysis Software, SQL

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 3 Months

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    STARWEAVER

    How to Build an Entrepreneurial AI Strategy

    Skills you'll gain: AI Product Strategy, AI Enablement, Market Opportunities, Scalability, Case Studies, Entrepreneurship, Business Strategy, ChatGPT, Decision Intelligence, AI Integrations, Business Workflow Analysis, Artificial Intelligence, Process Analysis, Cost Containment, Innovation, Automation

    4.4
    Rating, 4.4 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Model Evaluation, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Random Forest Algorithm, Advanced Analytics, Algorithms, Statistical Machine Learning, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Preprocessing, Fine-tuning, Classification And Regression Tree (CART)

    3.6
    Rating, 3.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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    MathWorks

    Object Tracking and Motion Detection with Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Machine Learning Methods, Matlab, Transfer Learning, Traffic Flow Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    36 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, Tool Calling, Embeddings, OpenAI API, ChatGPT, Google Gemini, AI Workflows, Generative AI Agents, Token Optimization, Agentic Workflows

    4.3
    Rating, 4.3 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Operations Management

    Skills you'll gain: Operations Management, Process Improvement, Operations, Revenue Management, Quality Improvement, Process Improvement and Optimization, Process Analysis, Business Operations, Lean Six Sigma, Operational Performance Management, Lean Methodologies, Operational Efficiency, Performance Improvement, Operational Analysis, Lean Manufacturing, Continuous Improvement Process, Operational Excellence, Organizational Strategy, Service Management, Service Level

    4.8
    Rating, 4.8 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Social Media Marketing Specialists

    Skills you'll gain: Generative AI, Driving engagement, Campaign Management, Social Media Marketing, Social Media, Content Creation, Social Media Content, Innovation, Content Development and Management, Drive Engagement, Social Media Campaigns, Instagram, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Compensation, Benefits and Payroll

    Skills you'll gain: Payroll, HR Tech, Compensation Strategy, Human Resources Software, Compensation and Benefits, Benefits Administration, Payroll Systems, Compensation Analysis, Compensation Management, Payroll Processing, Payroll Administration, Human Resources, Operational Efficiency, Responsible AI, AI Enablement, Data Ethics, AI Personalization, Benefits Enrollment Processes, Employee Engagement, Social Media Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    AI CERTs

    Learn AI Agents: Design, Build & Deploy

    Skills you'll gain: AI Integrations, Cloud Deployment, Application Deployment, Application Programming Interface (API), System Monitoring, Continuous Monitoring, Performance Tuning, Model Optimization, Memory Management

    Intermediate · Course · 1 - 3 Months

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

  • DSA In Python + Top 130 Leetcode Problems for MAANG: Packt
  • AI & Quantum Computing – Zero to Expert Bootcamp: Packt
  • Introduction to Carbon Reduction and Net Zero: Coursera
  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • How to Build an Entrepreneurial AI Strategy: STARWEAVER
  • Advanced Machine Learning Algorithms: Fractal Analytics
  • Object Tracking and Motion Detection with Computer Vision: MathWorks
  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Operations Management: Fundação Instituto de Administração
  • GenAI for Social Media Marketing Specialists: Coursera

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