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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


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    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Machine Learning Methods, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Model Training, Natural Language Processing, Machine Learning, Model Optimization, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Data Modeling in Power BI

    Skills you'll gain: Star Schema, Power BI, Data Modeling, Data Analysis Expressions (DAX), Model Optimization, Snowflake Schema, Database Design, Performance Tuning, Data Analysis, Business Intelligence, Data Visualization, Time Series Analysis and Forecasting

    4.3
    Rating, 4.3 out of 5 stars
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    838 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Quantum AI

    Hands-on quantum error correction with Google Quantum AI

    Skills you'll gain: Quantum computing, Emerging Technologies, Hardware Architecture, Mathematical Software, Failure Analysis, Computer Programming Tools, Simulation and Simulation Software, Theoretical Computer Science, Mathematical Modeling, Estimation, Simulations

    4.6
    Rating, 4.6 out of 5 stars
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    220 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Forecasting and Predictive Modeling

    Skills you'll gain: Financial Forecasting, Forecasting, Revenue Forecasting, Time Series Analysis and Forecasting, Model Evaluation, Trend Analysis, Model Training, Financial Data, Predictive Modeling, Power BI, Predictive Analytics, Data-Driven Decision-Making, Applied Machine Learning, Financial Analysis, Model Optimization, Statistical Analysis, Business Analytics, Machine Learning, Microsoft Azure, Microsoft 365

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    Channel & Performance Analysis

    Skills you'll gain: Content Performance Analysis, Marketing Analytics, Web Analytics and SEO, Conversion Funnel Analysis, Campaign Management, Marketing Effectiveness, Performance marketing, Digital Marketing, Marketing Automation, Data-Driven Marketing, Search Engine Optimization, Digital Analysis, Search Engine Marketing, Marketing Budgets, Performance Analysis, Cross-Channel Marketing, Digital Advertising, Customer Relationship Management (CRM) Software, Keyword Research, Media Planning

    Beginner · Course · 1 - 3 Months

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    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Data Import/Export, Database Management, Query Languages, Database Software, Report Writing, GitHub, Performance Tuning, Jupyter

    4.5
    Rating, 4.5 out of 5 stars
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    1K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Cambridge

    Introduction to Evolutionary Biology: Genes to Behaviour

    Skills you'll gain: Life Sciences, Biology, Molecular Biology, Culture, Mathematical Modeling, Infectious Diseases, Climate Change Adaptation

    Beginner · Course · 1 - 3 Months

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    U

    Universidad Austral

    Excel aplicado a los negocios (Nivel Avanzado)

    Skills you'll gain: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Operations Research, Analysis, Data Validation, Business Analysis, Data Import/Export, Resource Utilization, Process Optimization, Data Sharing, Trend Analysis, Data Integration, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    TensorFlow: Advanced Techniques

    Skills you'll gain: Generative Adversarial Networks (GANs), Autoencoders, Generative AI, Tensorflow, Computer Vision, Image Analysis, Transfer Learning, Convolutional Neural Networks, Generative Model Architectures, Fine-tuning, Deep Learning, Keras (Neural Network Library), Model Training, Model Optimization, Applied Machine Learning, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Distributed Computing, Visualization (Computer Graphics)

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Debugging Machine Learning Models with Python

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, PyTorch (Machine Learning Library), Responsible AI, Debugging, Model Deployment, Model Training, Model Optimization, Deep Learning, Test Tools, Applied Machine Learning, Testability, Machine Learning Methods, Machine Learning, Data Preprocessing, Verification And Validation, Python Programming, AI Security, Test Driven Development (TDD), AI Enablement

    Intermediate · Course · 3 - 6 Months

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    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Robotics, Mathematical Modeling, Mathematical Software, Applied Mathematics, Mechanics, Simulation and Simulation Software, Engineering, Virtual Environment, Torque (Physics), Numerical Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    301 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Hello, Python!

    Skills you'll gain: Package and Software Management, Data Science, Exploratory Data Analysis, Computer Programming, Mathematical Software, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
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    104 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Machine Learning: Duke University
  • Data Modeling in Power BI: Microsoft
  • Hands-on quantum error correction with Google Quantum AI: Google Quantum AI
  • Forecasting and Predictive Modeling: Microsoft
  • Channel & Performance Analysis: Coursera
  • SQL for Data Analysis and Business Insights: Coursera
  • Introduction to Evolutionary Biology: Genes to Behaviour: University of Cambridge
  • Excel aplicado a los negocios (Nivel Avanzado): Universidad Austral
  • TensorFlow: Advanced Techniques: DeepLearning.AI
  • Debugging Machine Learning Models with Python: Packt

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