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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


  • B

    Birla Institute of Technology & Science, Pilani

    Automata and Computability

    Skills you'll gain: Theoretical Computer Science, Computational Logic, Mathematical Theory & Analysis, Algorithms, Computational Thinking, Programming Principles, Computer Science, Graph Theory, Deductive Reasoning, Natural Language Processing, Logical Reasoning, Formal Learning

    Intermediate · Course · 1 - 3 Months

  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    ★ 4.5 (14) · Beginner · Course · 1 - 3 Months

  • R

    Rice University

    Physics of Light and Materials

    Skills you'll gain: Physics, electromagnetics, Materials science, Physical Science, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Applied Mathematics, Problem Solving

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

  • M

    Microsoft

    Relational Database Design and Advanced Querying

    Skills you'll gain: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Data Warehousing, Database Development, Query Languages, Transact-SQL, Data Integrity, Power BI, Business Intelligence, Performance Tuning, Generative AI

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

  • A

    Arizona State University

    Anthropometry, Biomechanics, and Motor Skills in User Design

    Skills you'll gain: Kinesiology, Human Factors, Exercise Science, Human Factors Engineering, Control Systems, Sports Medicine, Human Musculoskeletal System, Sensory Systems Analysis, Industrial Design, Mechanics, Occupational Health, Human Centered Design, Product Design, Injury Prevention, Rehabilitation

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

  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    ★ 3.8 (23) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow Google Cloud 日本語版

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Machine Learning, Machine Learning Methods, Google Cloud Platform, Machine Learning Software, Model Deployment, Applied Machine Learning, Data Preprocessing, Cloud Storage, Data Quality, Keras (Neural Network Library), Cloud Computing, Model Training, Machine Learning Algorithms, Embeddings, Fine-tuning, Cloud Deployment, Dataflow

    ★ 4.4 (152) · Intermediate · Specialization · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Cómo entrenar a tus electrones 2: Diodos y Transistores

    Skills you'll gain: Semiconductors, Electronic Components, Power Electronics, Electronic Systems, Electronics, Electrical Engineering, Electronics Engineering, Mathematical Modeling, Engineering Analysis, Physics, Computational Logic, Engineering Calculations

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

  • U

    University of California, Davis

    Predictive Models for Toxic Chemical Releases

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Process Modeling, Predictive Modeling, Engineering Calculations, Mathematical Modeling, Estimation

    ★ 4.6 (60) · Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Français

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Google Cloud Platform, Exploratory Data Analysis, Keras (Neural Network Library), Business Metrics, Model Training, Data Preprocessing, Model Deployment, Data Pipelines, Model Evaluation, Data Quality, Logistic Regression, Applied Machine Learning, Machine Learning, Data Cleansing, Machine Learning Software, Performance Tuning, Dataflow

    ★ 4.2 (31) · Intermediate · Specialization · 3 - 6 Months

  • U

    Universidad Nacional Autónoma de México

    Cómputo evolutivo

    Skills you'll gain: Algorithms, Model Optimization, Computational Thinking, Machine Learning Algorithms, Machine Learning Methods, Artificial Intelligence, Computer Science, Programming Principles, Program Development

    ★ 4.2 (23) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to DevSecOps

    Skills you'll gain: DevOps, DevSecOps, Process Optimization, Devops Tools, CI/CD, GitHub, Continuous Deployment, Continuous Integration, Software Development Tools, Continuous Delivery, Version Control, Git (Version Control System), Process Improvement, Web Development Tools, Software Development, IT Automation, Digital Transformation, Organizational Development, Cross-Functional Team Leadership, Business Transformation

    ★ 4.1 (20) · Intermediate · Course · 1 - 4 Weeks

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

  • Automata and Computability: Birla Institute of Technology & Science, Pilani
  • Foundations of Machine Learning : Fractal Analytics
  • Physics of Light and Materials: Rice University
  • Relational Database Design and Advanced Querying: Microsoft
  • Anthropometry, Biomechanics, and Motor Skills in User Design: Arizona State University
  • Advanced Recommender Systems: 28DIGITAL
  • Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
  • Cómo entrenar a tus electrones 2: Diodos y Transistores: Pontificia Universidad Católica de Chile
  • Predictive Models for Toxic Chemical Releases: University of California, Davis
  • Machine Learning with TensorFlow on Google Cloud en Français: Google Cloud

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