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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

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Model Training, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Model Optimization, Regression Analysis, Supervised Learning, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Computer Vision: Face Recognition Quick Starter in Python

    Skills you'll gain: Computer Vision, Python Programming, Image Analysis, Real Time Data, Classification Algorithms, Visualization (Computer Graphics), Model Optimization, Development Environment, Software Installation, Package and Software Management, Algorithms

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Shopify eCommerce Ads Masterclass: Campaign Management

    Skills you'll gain: Meta Ads Manager, Data-Driven Marketing, Campaign Planning, Performance marketing, Marketing Analytics, Web Analytics, Google Analytics, Conversion Funnel Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Model Optimization, Data Processing, Transfer Learning, Data Analysis, Model Training, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Artificial Neural Networks, Application Deployment, Applied Machine Learning, Fine-tuning, Computer Vision, Predictive Modeling, Model Evaluation, Machine Learning

    Intermediate · Course · 3 - 6 Months

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

    Coursera

    Master Task Setup

    Skills you'll gain: Workflow Management, Project Coordination, Organizational Skills, Coordination, Work Breakdown Structure, Project Management Software, Process Optimization, Project Management, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Optimize and Deploy Edge AI Models

    Skills you'll gain: Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Performance Testing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Fine-Tuning & Optimizing Large Language Models

    Skills you'll gain: Fine-tuning, Model Evaluation, Context Engineering, LLM Application, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Training, Context Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Microservices: Transactions, Deployment, and Reliability

    Skills you'll gain: Cloud-Native Computing, DevOps, Cloud Deployment, Site Reliability Engineering, Continuous Delivery, Infrastructure as Code (IaC), Performance Tuning

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Data Management with SQL

    Skills you'll gain: SQL, Database Management, Database Development, Database Design, Relational Databases, Database Management Systems, Query Languages, Performance Tuning, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Building Management System

    Skills you'll gain: Building Services Engineering, HVAC, Facility Management and Maintenance, Control Systems, Energy and Utilities, Facility Management, Network Protocols, Systems Integration, Electrical Systems, System Monitoring, Programmable Logic Controllers, Building Design, Thermal Management, Internet Of Things, Process Control, Building Codes, Automation, Failure Analysis, Electrical Equipment, Electrical Safety

    Advanced · Course · 1 - 4 Weeks

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

  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Computer Vision: Face Recognition Quick Starter in Python: Packt
  • Shopify eCommerce Ads Masterclass: Campaign Management: Skillshare
  • Deep Learning with Keras and Practical Applications: Packt
  • Master Task Setup: Coursera
  • Optimize and Deploy Edge AI Models: Coursera
  • Fine-Tuning & Optimizing Large Language Models: Edureka
  • Deep Neural Network for Beginners Using Python: Packt
  • Advanced Microservices: Transactions, Deployment, and Reliability: Packt

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