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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


  • C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Experimentation, Computer Vision, Data Visualization, Deep Learning, Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • 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, Geometry, Statistics, General Mathematics, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving

    3.9 stars, 15 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.9 (15) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Caltech

    Pricing Options with Mathematical Models

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus

    4.7 stars, 42 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (42) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Case Western Reserve University

    Mathematical Thinking for Advanced Mathematics

    Skills you'll gain: Computational Thinking, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Advanced Mathematics, Mathematical Modeling, Logical Reasoning, Deductive Reasoning, Critical Thinking, Applied Mathematics, Theoretical Computer Science, General Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Geometry, Quantitative Research, Estimation, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Glasgow

    Advanced Intelligent Optimization and its Applications

    Skills you'll gain: LLM Application, Model Optimization, AI Enablement, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Operations Research, Combinatorics, Mathematical Modeling, System Configuration, Algorithms, Performance Tuning, Performance Analysis, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Stanford Online

    Introduction to Mathematical Thinking

    Skills you'll gain: Mathematical Theory & Analysis, Logical Reasoning, Computational Logic, Deductive Reasoning, Critical Thinking, Advanced Mathematics, General Mathematics, Calculus, Communication Strategies, Constructive Feedback

    4.8 stars, 3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (3K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Graphs and Networks

    Skills you'll gain: Graph Theory, Network Analysis, Social Network Analysis, Graphing, Combinatorics, Network Model, Network Engineering, Mathematical Modeling, Applied Mathematics, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Problem Solving, Embeddings

    Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado System

    Mathematical Foundations for Cryptography

    Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science

    4.6 stars, 335 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Decision Support Systems, Data Transformation, Theoretical Computer Science, Performance Tuning, Linear Algebra

    4.8 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Free
    Free
  • 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, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Mathematics Behind Backpropagation | Theory and Python Code

    Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Mathematics, Machine Learning Methods, Model Training, Artificial Neural Networks, Machine Learning, Deep Learning, Model Optimization, Fine-tuning, Convolutional Neural Networks, Python Programming, Calculus, Graphing, Derivatives

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • P

    Packt

    Applied Calculus for Data Science & ML with Python

    Skills you'll gain: Calculus, Integral Calculus, Model Optimization, Mathematical Software, Applied Mathematics, NumPy, Scientific Visualization, Algebra, Numerical Analysis, Applied Machine Learning, Programming Principles, Mathematical Modeling, Machine Learning Methods, Python Programming, Mathematical Theory & Analysis, Graphing, Data Science, Advanced Mathematics, Plot (Graphics), Derivatives

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
1234…269

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

  • Systematic ML Optimization: Coursera
  • Essential Mathematics for Computer Science: University of London
  • Pricing Options with Mathematical Models: Caltech
  • Mathematical Thinking for Advanced Mathematics: Case Western Reserve University
  • Advanced Intelligent Optimization and its Applications: University of Glasgow
  • Introduction to Mathematical Thinking: Stanford Online
  • Graphs and Networks: Birla Institute of Technology & Science, Pilani
  • Mathematical Foundations for Cryptography: University of Colorado System
  • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • LLM Optimization & Evaluation: Coursera

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