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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.


Popular Optimization Courses and Certifications


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    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Mathematical Modeling, Predictive Analytics, Experimentation, Laboratory Experience, Google Gemini, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Data Modeling, Analytics, 3D Modeling, Simulation and Simulation Software, Simulations, Waste Minimization, Sustainable Technologies, Data Visualization, Artificial Intelligence, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep DP-300: Azure Database Administrator Associate

    Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Operational Databases, Transact-SQL, Database Architecture and Administration, Performance Tuning, SQL, Cloud Computing, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    MongoDB: The Complete Guide to NoSQL Database Development

    Skills you'll gain: MongoDB, Restful API, API Design, NoSQL, Database Development, Node.JS, Query Languages, Database Management, Distributed Computing, Database Design, Database Architecture and Administration, Performance Tuning, Data Architecture, Scalability, Data Modeling, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    63 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Data Warehousing: Schema, ETL, Optimal Performance

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Scalability

    4.1
    Rating, 4.1 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Big Data Foundations with Hadoop and Spark

    Skills you'll gain: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, IntelliJ IDEA, Application Deployment, Enterprise Application Management

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    IBM

    Software Testing, Deployment, and Maintenance Strategies

    Skills you'll gain: Test Planning, Test Driven Development (TDD), Release Management, Software Testing, Behavior-Driven Development, Business Continuity Planning, Risk Management, System Testing, Application Deployment, Software Quality Assurance, Software Development Life Cycle, CI/CD, Data Validation, Systems Analysis, Systems Thinking, Data Modeling, Product Lifecycle Management, Business Process Automation, Digital Transformation, Process Flow Diagrams

    4.8
    Rating, 4.8 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Glasgow

    Fundamental MATLAB Programming for AI

    Skills you'll gain: Matlab, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics

    4.9
    Rating, 4.9 out of 5 stars
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    75 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Database Integration and Management

    Skills you'll gain: SQL, Relational Databases, Microsoft Copilot, Database Management, Transaction Processing, Query Languages, Database Design, Databases, Object-Relational Mapping, Performance Tuning, Data Integrity, Data Modeling, Data Security

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Mobile App Developers (iOS, Android)

    Skills you'll gain: Mobile Development, Generative AI, Application Development, API Testing, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Prompt Engineering, Human Computer Interaction, Automation, Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Rice University

    Capstone: Build a Winning Investment Portfolio

    Skills you'll gain: Portfolio Management, Asset Management, Investments, Financial Management, Financial Market, Simulation and Simulation Software, Performance Analysis, Market Trend, Risk Analysis, Financial Forecasting, Case Studies, Decision Making, Peer Review, Forecasting

    4.5
    Rating, 4.5 out of 5 stars
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    70 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Deep Learning with PyTorch : Generative Adversarial Network

    Skills you'll gain: Generative Adversarial Networks (GANs), PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    99 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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1…424344…113

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

  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • Exam Prep DP-300: Azure Database Administrator Associate: Whizlabs
  • MongoDB: The Complete Guide to NoSQL Database Development: EDUCBA
  • Data Warehousing: Schema, ETL, Optimal Performance: Coursera
  • Big Data Foundations with Hadoop and Spark: Packt
  • Software Testing, Deployment, and Maintenance Strategies : IBM
  • Fundamental MATLAB Programming for AI: University of Glasgow
  • Database Integration and Management: Microsoft
  • GenAI for Mobile App Developers (iOS, Android): Coursera
  • Capstone: Build a Winning Investment Portfolio: Rice University

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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