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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


  • J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Methods, Statistics, Data Analysis, Statistical Modeling, Statistical Analysis, Mathematical Modeling, Probability & Statistics, Predictive Modeling, Probability

    ★ 4.6 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Fine-tuning, Model Deployment, Model Training, Transfer Learning, Generative Model Architectures, Prompt Engineering, Model Optimization, Generative AI, AI Integrations, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), AI Security, Responsible AI, Scalability, Machine Learning

    Advanced · Course · 3 - 6 Months

  • A

    AI CERTs

    AI Foundations & Industry Overview for Telecommunication

    Skills you'll gain: Customer Retention, Customer Analysis, Customer experience improvement, Customer Support, Data Analysis, Predictive Modeling, Operational Analysis, Operational Efficiency, AI literacy, Anomaly Detection, Network Monitoring, AI Integrations, Digital Transformation

    ★ 4.6 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Marketing Management, Data Preprocessing, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    GenAI for Sales Operations Specialists

    Skills you'll gain: Responsible AI, Sales Process, General Sales Practices, Generative AI Agents, Sales Management, Sales, Data Ethics, Business Ethics, Forecasting, Customer Relationship Management, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    STARWEAVER

    Business Process Outsourcing Strategies in Hospitality

    Skills you'll gain: Vendor Management, Hospitality Services, Hospitality, Hospitality Management, Vendor Relationship Management, Hospitality and Food Services, Performance Measurement, Hotel And Restaurant Management, Business Process, Business Process Management, Hotel Operations, Process Optimization, Creative Problem-Solving, Law, Regulation, and Compliance, Communication, Strategic Thinking, Risk Mitigation, Communication Strategies

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • W

    Whizlabs

    Prompt Engineering Generative AI & LLM Models Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Fine-tuning, Generative AI, Generative Model Architectures, LLM Application, Retrieval-Augmented Generation, Model Training, Natural Language Processing, Model Evaluation, Data Cleansing, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Advanced Data Science Techniques (with AWS Integration)

    Skills you'll gain: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Model Optimization, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Model Training, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Forecasting, Data Preprocessing, Dimensionality Reduction

    ★ 3.7 (6) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods, Classification Algorithms, Calculus

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Foundations of Distributed Database Systems

    Skills you'll gain: Distributed Computing, Scalability, Database Design, Database Management Systems, Database Systems, Database Theory, Database Architecture and Administration, Database Management, Relational Databases, SQL, Query Languages, Performance Tuning, Data Integrity

    ★ 3.3 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, AI Integrations, Token Optimization, Responsible AI, Fine-tuning, Embeddings, Application Programming Interface (API), Data Pipelines, Restful API, Agentic systems, Open Source Technology, MLOps (Machine Learning Operations), Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fundação Instituto de Administração

    Fundamentos de Inteligência Artificial para Finanças

    Skills you'll gain: Deep Learning, Machine Learning Methods, Predictive Analytics, FinTech, Applied Machine Learning, Data-Driven Decision-Making, Predictive Modeling, Machine Learning, Digital Transformation, Financial Forecasting, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Artificial Intelligence, Artificial Neural Networks, Model Optimization, Data Science

    ★ 4.7 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…142143144…259

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

  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Decoding Large Language Models: Packt
  • AI Foundations & Industry Overview for Telecommunication: AI CERTs
  • Generative AI's Applications in Marketing Analytics: Edureka
  • GenAI for Sales Operations Specialists: Coursera
  • Business Process Outsourcing Strategies in Hospitality: STARWEAVER
  • Prompt Engineering Generative AI & LLM Models Fundamentals: Whizlabs
  • Advanced Data Science Techniques (with AWS Integration): Coursera
  • Foundations for Machine Learning: Dartmouth College
  • Foundations of Distributed Database Systems: Johns Hopkins University

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