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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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    Politecnico di Milano

    Le Derivate: come si calcolano

    Skills you'll gain: Calculus, Computational Thinking, Derivatives, Digital pedagogy, Mathematical Theory & Analysis, Education Software and Technology, Graphical Tools, Graphing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Writing Clean Code: 20 Code Smells & How to Avoid Them

    Skills you'll gain: Maintainability, Code Review, Software Architecture, Software Design, Object Oriented Design, Debugging, Testability, Programming Principles, Scalability

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Cleaning, Organizing, and Speeding Up SQL

    Skills you'll gain: Data Cleansing, Database Design, Data Integration, SQL, Data Manipulation, Database Management, Relational Databases, Data Validation, Data Quality, Data Integrity, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cloud Deployment

    Skills you'll gain: Cloud Infrastructure, Cloud Deployment, Cloud Computing, Cloud Services, Virtual Networking, Cloud Management, Virtual Machines, Virtualization, Application Deployment, Data Migration, Disaster Recovery, Cloud Storage, Dynamic Host Configuration Protocol (DHCP), Containerization

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Gemini and Vertex AI: Building Intelligent Applications

    Skills you'll gain: Prompt Engineering, Gemini, Model Deployment, Generative AI, Google Gemini, Generative AI Agents, LLM Application, AI Workflows, Tool Calling, Multimodal Prompts, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, AI Personalization, Performance Tuning, Python Programming, Software Development Tools, Cloud Platforms

    Beginner · Course · 1 - 3 Months

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    H2O.ai

    H2O Driverless AI Starter Course

    Skills you'll gain: Data Preprocessing, Predictive Modeling, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Analysis, Machine Learning, Model Evaluation, Model Deployment, Interactive Data Visualization, Data Import/Export, Virtual Environment

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, Financial Services, Business Process Automation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Comprehensive Guide to Agile Scrum Foundations

    Skills you'll gain: Scrum (Software Development), Agile Project Management, Sprint Planning, Agile Methodology, Backlogs, Jira (Software), User Story, Sprint Retrospectives, Project Risk Management, Case Studies, Microsoft Teams, ChatGPT, Continuous Improvement Process

    Intermediate · Course · 3 - 6 Months

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    Edureka

    Modern API Development

    Skills you'll gain: API Design, Application Programming Interface (API), Data Validation, Restful API, API Testing, Application Frameworks, Performance Tuning, Web Development, Software Versioning, Django (Web Framework), Software Documentation, Middleware, Node.JS, Scalability, JSON, Spring Boot, Test Automation

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Linear Algebra for ML and Analytics Training

    Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Certified Vault Operations Professional – A Complete Guide

    Skills you'll gain: DevSecOps, Cloud Security, Security Management, DevOps, Data Access, Data Management, Server Administration, Data Governance, Test Planning, System Configuration, Servers, Command-Line Interface

    Intermediate · Specialization · 1 - 3 Months

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

  • Le Derivate: come si calcolano: Politecnico di Milano
  • Writing Clean Code: 20 Code Smells & How to Avoid Them: Packt
  • Cleaning, Organizing, and Speeding Up SQL: Coursera
  • Cloud Deployment: Packt
  • Gemini and Vertex AI: Building Intelligent Applications: Edureka
  • H2O Driverless AI Starter Course: H2O.ai
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Comprehensive Guide to Agile Scrum Foundations: Packt
  • Modern API Development: Edureka
  • Linear Algebra for ML and Analytics Training: Simplilearn

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