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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: New
    New
    Status: Free Trial
    Free Trial
    S

    Simplilearn

    Mastering Agentic AI Frameworks Certification

    Skills you'll gain: LangGraph, Agentic Workflows, Agentic systems, AI Workflows, LangChain, Generative AI Agents, LLM Application, Workflow Management, Prompt Engineering, AI Integrations, Prompt Patterns, Tool Calling, Large Language Modeling, AI Enablement, Process Optimization, Process Driven Development, Business Process Automation, Operational Efficiency, Business Workflow Analysis, Decision Intelligence

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Satisfaction Guaranteed: Develop Customer Loyalty Online

    Skills you'll gain: Client Services, Loyalty Programs, Customer Retention, Relationship Management, Customer and Client Support, E-Commerce, Brand Loyalty, Customer Relationship Management, Customer Service, Customer Relationship Building, Customer Engagement, Web Analytics, Digital Marketing, Product Improvement, Customer Analysis, Digital Analysis, Digital Marketing Tools, Performance Analysis, Portfolio Management, Presentations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Lean Waste Reduction and Process Improvement

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Workflow Management, Process Analysis, Process Improvement and Optimization, Operational Efficiency, Process Optimization, Process Improvement, Business Process Improvement, Operational Excellence, Business Workflow Analysis, Productivity, Kaizen Methodology, Quality Improvement, Continuous Improvement Process, Waste Minimization, Kanban Principles, Resource Utilization

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4
    Rating, 4 out of 5 stars
    ·
    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Convolutional Neural Networks in TensorFlow

    Skills you'll gain: Convolutional Neural Networks, Transfer Learning, Model Evaluation, Tensorflow, Keras (Neural Network Library), Model Training, Computer Vision, Fine-tuning, Classification Algorithms, Image Analysis, Applied Machine Learning, Deep Learning, Model Optimization, Machine Learning, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    8.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Engineering

    Skills you'll gain: Model Optimization, Electrical Engineering, electromagnetics, Image Quality, Equipment Design, Engineering Calculations, Systems Design, System Requirements, Engineering, Scientific, and Technical Instruments, Design Software, Simulation and Simulation Software, Engineering Analysis, System Design and Implementation, Systems Analysis, Numerical Analysis, Image Analysis, Graphical Tools, Human Factors, Medical Imaging, Technical Design

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    379 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Deep Learning for Time Series Cookbook

    Skills you'll gain: Anomaly Detection, PyTorch (Machine Learning Library), Forecasting, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Predictive Modeling, Deep Learning, Autoencoders, Predictive Analytics, Unsupervised Learning, Applied Machine Learning, Model Training, Generative Model Architectures, Convolutional Neural Networks, Exploratory Data Analysis, Model Optimization, Artificial Neural Networks, Data Preprocessing, Model Evaluation, Data Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Social Media Analytics

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Big Data, Network Analysis, AI Personalization, Network Model, Graphing, Analytics, Data Mining, AI Security, Deep Learning, Applied Machine Learning, Responsible AI, Artificial Intelligence, Data Ethics, Unsupervised Learning, Machine Learning, Algorithms, Research

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Simulations, Mathematical Modeling, Electrical Engineering, Power Electronics, Electronic Components, Electric Power Systems, Matlab, Model Evaluation, Model Optimization, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Laboratory Research, Estimation

    4.7
    Rating, 4.7 out of 5 stars
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    554 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Supervised Machine Learning

    Skills you'll gain: Supervised Learning, Model Optimization, Model Training, Applied Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Decision Tree Learning, Predictive Modeling, Machine Learning, Fine-tuning, Machine Learning Algorithms, Model Evaluation, Logistic Regression, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Pennsylvania

    Calculus: Single Variable Part 1 - Functions

    Skills you'll gain: Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Mastering Agentic AI Frameworks Certification: Simplilearn
  • Satisfaction Guaranteed: Develop Customer Loyalty Online: Google
  • Lean Waste Reduction and Process Improvement: EDUCBA
  • Mathematics for Machine Learning: PCA: Imperial College London
  • Convolutional Neural Networks in TensorFlow: DeepLearning.AI
  • Generative AI for NLP with PyTorch Capstone Project: IBM
  • Optical Engineering: University of Colorado Boulder
  • Deep Learning for Time Series Cookbook: Packt
  • Introduction to Social Media Analytics: Birla Institute of Technology & Science, Pilani
  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder

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