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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: Free Trial
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    L&T EduTech

    Design of Specific Systems

    Skills you'll gain: Stormwater Management, Water Sustainability, Electric Power Systems, Sustainable Technologies, Water Resource Management, Water Resources, Thermal Management, Design Specifications, Risk Control, Engineering Calculations

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Fine-Tuning and Evaluating Vision AI Models

    Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Quality Assurance, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Packt

    Python Machine Learning By Example

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Natural Language Processing, Tensorflow, Computer Vision, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Convolutional Neural Networks, Generative AI

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Coursera

    Run Smart A/B Tests

    Skills you'll gain: A/B Testing, Email Marketing, Test Planning, Statistical Hypothesis Testing, Data-Driven Marketing, Campaign Management, Content Optimization, Performance Analysis, Business Metrics, Performance Improvement, Data-Driven Decision-Making, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Bank Branch Marketing: Analyze & Apply Strategies

    Skills you'll gain: Customer Analysis, Data-Driven Marketing, Service Design, Financial Inclusion, Regulatory Compliance, Consumer Behaviour, Banking, Banking Services, Customer Insights, Retail Banking, Regulatory Requirements, Marketing Psychology, Digital Marketing, Marketing Analytics, Strategic Marketing, Regulation and Legal Compliance, Business Modeling, Compliance Management, Digital Analysis, Marketing

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    Coursera

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, AI Integrations, Advanced Analytics, Enterprise Architecture, Automation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Scalability, Performance Tuning, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative AI Agents, Agentic Workflows, Document Management, Generative AI, AI Workflows, Web Applications, Artificial Intelligence, Agentic systems, Model Optimization, Application Programming Interface (API), Workflow Management

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Build Deep Learning Models with TensorFlow

    Skills you'll gain: Model Training, Application Development, Predictive Modeling, Model Optimization

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Generative AI Part 1

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Model Optimization, Bayesian Network, Machine Learning Methods, Natural Language Processing, Model Training, Probability & Statistics, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Northeastern University

    Data Management and Database Design Part 2

    Skills you'll gain: Data Governance, Database Management, Database Architecture and Administration, Database Administration, Data Management, Relational Databases, Data Warehousing, Database Design, SQL, Transaction Processing, Stored Procedure, Data Security, Transact-SQL, Query Languages, Disaster Recovery, Data Storage Technologies, Encryption, Security Controls, Server Side, Data Encryption Standard

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Development, Python, and Deployment

    Skills you'll gain: Search Engine Optimization, jQuery, Keyword Research, Application Deployment, Content Optimization, Program Development, Object Oriented Programming (OOP), Web Servers, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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

  • Design of Specific Systems: L&T EduTech
  • Fine-Tuning and Evaluating Vision AI Models: Coursera
  • Python Machine Learning By Example: Packt
  • Run Smart A/B Tests: Coursera
  • Bank Branch Marketing: Analyze & Apply Strategies: EDUCBA
  • Agentic AI Content for Practitioners (Teams: Data): Coursera
  • H2O GPTe Learning Path: H2O.ai
  • Analyze and Build Deep Learning Models with TensorFlow: EDUCBA
  • Applied Natural Language Processing in Engineering Part 1: Northeastern University
  • Generative AI Part 1: Northeastern University

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