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  2. 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


  • I

    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives

    4.6 stars, 15K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Mathematical Modeling, Problem Solving, Mathematical Software, Graph Theory

    4.8 stars, 460 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (460) · Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • S

    S.P. Jain Institute of Management and Research

    Data Optimization

    Skills you'll gain: Data-Driven Decision-Making, Model Optimization, Decision Making, Analysis, Mathematical Modeling, Microsoft Excel, Resource Allocation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
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  • N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Model Optimization

    4.9 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • N

    National Taiwan University

    Operations Research (3): Theory

    4.9 stars, 97 reviews, Advanced, Course

    ★ 4.9 (97) · Advanced · Course

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  • B

    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Data Analysis, Computational Logic, Engineering Calculations, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistics, Statistical Methods, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics

    4.5 stars, 207 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (207) · Beginner · Specialization · 3 - 6 Months

  • N

    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Network Model, Industrial Engineering, Model Optimization, Linear Algebra, Applied Mathematics, Algorithms, Case Studies, Machine Learning, Program Implementation, Production Planning, Mathematical Theory & Analysis, Business Analytics, Microsoft Excel, Scheduling, Data Visualization, Performance Metric

    4.8 stars, 737 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (737) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, Performance Testing, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Performance Tuning, Python Programming, Root Cause Analysis, Statistical Analysis

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of London

    Essential Mathematics for Computer Science

    Skills you'll gain: Computational Logic, Algorithms, Arithmetic, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Statistics, General Mathematics, Graphing, Computer Science, Statistical Analysis, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving

    4.1 stars, 17 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.1 (17) · Beginner · Specialization · 3 - 6 Months

    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Model Optimization, Inference & End-to-End Engineering

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Model Training, Deep Learning, Generative AI, PyTorch (Machine Learning Library), Application Deployment, Cloud Deployment, Hugging Face, Model Evaluation, AI Workflows, Microsoft Azure, Performance Testing, Software Documentation, Containerization, Cloud Computing, Machine Learning, Computer Science, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Virginia

    Pricing Strategy Optimization

    Skills you'll gain: Market Dynamics, Product Lifecycle Management, Competitive Analysis, Consumer Behaviour, Revenue Management, Marketing Psychology, Customer Insights, Customer Analysis, Economics, Game Theory, Presentations, Market Analysis, Market Research, Marketing Channel, Regression Analysis, Market Share, Regulation and Legal Compliance, Commercial Laws, Business Economics, B2B Sales

    4.8 stars, 946 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (946) · Beginner · Specialization · 3 - 6 Months

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Best Mathematical Optimization courses from National Taiwan University

Top-rated Mathematical Optimization courses offered by National Taiwan University on Coursera.

  1. 1
    Operations Research (3): Theory
    National Taiwan UniversityAdvancedNational Taiwan University
  2. 2
    Operations Research
    National Taiwan UniversityBeginner3 - 6 Months4.8(737)National Taiwan University

Best Mathematical Optimization certificate programs

Earn a certificate in Mathematical Optimization from top universities and companies.

  1. 1
    Mathematics for Machine Learning
    Imperial College LondonBeginner3 - 6 Months4.6(15,105)Specialization
  2. 2
    Mathematics for Engineering
    Birla Institute of Technology & Science, PilaniBeginner3 - 6 Months4.5(207)Specialization
  3. 3
    LLM Optimization & Evaluation
    CourseraIntermediate3 - 6 Months2.2(5)Specialization

Best Mathematical Optimization courses for beginners

Top-rated beginner-friendly Mathematical Optimization courses with no prerequisites.

  1. 1
    Data Optimization
    S.P. Jain Institute of Management and ResearchBeginner1 - 4 WeeksNo prerequisites
  2. 2
    Essential Mathematics for Computer Science
    University of LondonBeginner3 - 6 Months4.1(17)No prerequisites
  3. 3
    Pricing Strategy Optimization
    University of VirginiaBeginner3 - 6 Months4.8(946)No prerequisites

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