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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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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, Model Training, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Regression Analysis, Predictive Analytics, Machine Learning Methods, Supervised Learning, Credit Risk, Performance Metric, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Analytics with SAS: Build & Deploy Models

    Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks

    Mixed · Course · 1 - 3 Months

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    Packt

    Data-Driven Apps with Core Data, ML, and App Architecture

    Skills you'll gain: Apple iOS, Core Data (Software), iOS Development, Application Design, Swift Programming, User Interface (UI), Mobile Development, UI Components, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Database Application, Database Management, Software Design, Application Frameworks, Application Development, Game Design, AI Integrations, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Vectors and Intersections in Game Development

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Transform, Analyze, and Optimize Your Data

    Skills you'll gain: Data Transformation, Azure Synapse Analytics, Database Design, Data Wrangling, Data Architecture, Database Theory, Apache Cassandra, Apache Hive, Amazon Redshift

    Advanced · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Infrastructure: Technologies Behind Smart Venues

    Skills you'll gain: Building Information Modeling, Internet Of Things, Data Infrastructure, Infrastructure Architecture, Sustainable Technologies, Energy and Utilities, Network Infrastructure, Water Sustainability, AI Security, Facility Management, Water Resource Management, Security Controls, Real Time Data, Wireless Networks, Interoperability, Sustainable Architecture, Decision Intelligence, AI Enablement, Dashboard, Traffic Flow Optimization

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Management and Governance

    Skills you'll gain: Amazon CloudWatch, Amazon Web Services, AWS CloudFormation, Cloud Management, Infrastructure as Code (IaC), Configuration Management, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure:Cloud TPU

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure Architecture, Model Optimization, Model Training, Interoperability, Hardware Architecture, Computer Architecture

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Machine Learning Methods, Decision Tree Learning, Machine Learning Algorithms, Classification Algorithms, Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design and Implement SQL Server Tracking Systems

    Skills you'll gain: Database Design, Stored Procedure, Microsoft SQL Servers, Transact-SQL, Database Management, Operational Databases, Database Development, Relational Databases, Database Architecture and Administration, SQL, Transaction Processing, Process Driven Development, Visual Basic (Programming Language), Data Management, Data Integrity, Debugging, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Optimization, MLOps (Machine Learning Operations), Model Deployment, Machine Learning Methods, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Logistic Regression with R: Build & Predict: EDUCBA
  • Predictive Analytics with SAS: Build & Deploy Models: EDUCBA
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Vectors and Intersections in Game Development: Packt
  • Transform, Analyze, and Optimize Your Data: Coursera
  • Infrastructure: Technologies Behind Smart Venues: Real Madrid Graduate School Universidad Europea
  • AWS: Management and Governance: Whizlabs
  • AI Infrastructure:Cloud TPU: Google Cloud
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Applied Machine Learning Without Coding: Edureka

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