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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


  • L

    LearnQuest

    Data Processing with Azure

    Skills you'll gain: Microsoft Azure, Big Data, Data Processing, Analytics, Data Pipelines, Databricks, Apache Spark, Data Analysis, Data Integration, Data Warehousing, Extract, Transform, Load, Real Time Data, Data Store, Data Transformation, Scheduling, Data Storage

    ★ 3.7 (68) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Convolutional Neural Networks, Supervised Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Preprocessing, Model Optimization

    ★ 3.4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Scrimba

    Prompt Engineering for Web Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering

    ★ 4.5 (119) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Evolución

    Skills you'll gain: Biology, Life Sciences, Environment, World History, Social Studies, Scientific Methods, European History, Taxonomy, Specimen Collection, Mathematical Modeling, Probability & Statistics

    ★ 4.8 (368) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    ★ 4.4 (98) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Deep Teaching Solutions

    Making Math Click: Understand Math Without Fear

    Skills you'll gain: Student Engagement, Differentiated Instruction, Lifelong Learning, Persistence, Learning Theory, Problem Solving, Adaptability

    ★ 4.8 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Docker and Kubernetes Masterclass: From Beginner to Advanced

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Infrastructure, Cloud Deployment, Data Persistence, Development Environment, Configuration Management, Virtual Networking, Nginx, Software Installation, MongoDB, Service Management

    ★ 4.6 (46) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    ChatGPT Playground for Beginners: Intro to NLP AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Context Engineering, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI Personalization, LLM Application, Patient Education And Counseling, Health Technology, Artificial Intelligence, Natural Language Processing

    ★ 4.6 (95) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Model Evaluation, Jupyter, Predictive Analytics, Model Training, Lending and Underwriting, Python Programming, Data Science, Machine Learning Methods, Model Optimization, Data Preprocessing, Machine Learning, Data Analysis

    ★ 4.7 (114) · Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Advanced Python Development Techniques

    Skills you'll gain: Data Structures, Generative AI, Test Driven Development (TDD), Integration Testing, Cloud Development, Cloud Deployment, Development Testing, Python Programming, Object Oriented Programming (OOP), Cloud Applications, Serverless Computing, Cloud Computing, Microsoft Azure, Graph Theory, Software Documentation, Object Oriented Design, Maintainability, Code Review, Software Design, Technical Documentation

    ★ 4.1 (27) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • W

    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Algorithms, Data Processing, Model Training, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Model Optimization, Regression Analysis

    ★ 4.4 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

    ★ 4.5 (44) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular mathematical optimization courses

  • Data Processing with Azure: LearnQuest
  • Machine Learning and NLP Basics: Edureka
  • Prompt Engineering for Web Developers: Scrimba
  • Evolución: Universidad Nacional Autónoma de México
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Making Math Click: Understand Math Without Fear: Deep Teaching Solutions
  • Docker and Kubernetes Masterclass: From Beginner to Advanced: Packt
  • ChatGPT Playground for Beginners: Intro to NLP AI: Coursera
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Advanced Python Development Techniques: Microsoft

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