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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


  • Status: Free Trial
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    SkillUp

    Using GenAI in Modern Software Development

    Skills you'll gain: GitHub Copilot, Prompt Engineering, AI Integrations, Generative AI, ChatGPT, AI literacy, AI Workflows, Application Development, Code Review, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Preprocessing, Data Processing, Model Optimization, Recurrent Neural Networks (RNNs), Model Training, Data Transformation, Financial Forecasting, Feature Engineering, Model Evaluation, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Forecasting, Predictive Analytics, Artificial Neural Networks, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Packt

    Prompt Engineering Foundations

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, OpenAI API, Token Optimization, OpenAI, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Key Management, Development Environment, Application Programming Interface (API), Python Programming, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Intro to Managing Healthcare Supply Chain Operations

    Skills you'll gain: Quality Management, Lean Methodologies, Lean Manufacturing, Process Improvement, Operations Management, Operations, Healthcare Project Management, Process Improvement and Optimization, Quality Management Systems, Process Management, Quality Improvement, Performance Improvement, Supply Chain Systems, Supply Chain Management, Supply Chain, Business Process Improvement, Business Process, Process Analysis, Quality Assessment, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L&T EduTech

    CPS Design with ARM Core using MicroPython for Industries

    Skills you'll gain: Embedded Systems, Embedded Software, Internet Of Things, Vibrations, Control Systems, Machine Controls, Civil Engineering, Electronic Systems, Electronics Engineering, Structural Engineering, Energy and Utilities, Electronics, Maintenance, Repair, and Facility Services, Automation, Integrated Development Environments, Environmental Monitoring, Traffic Flow Optimization, System Monitoring, Continuous Monitoring, Communication Systems

    4
    Rating, 4 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    Business Strategy Analysis, Execution & Evaluation

    Skills you'll gain: Business Strategies, Business Strategy, Process Optimization, Program Implementation, Operational Analysis, Strategic Thinking, Performance Metric, Contingency Planning, Business Process Reengineering, Business Planning, Process Improvement, Organizational Strategy, Strategic Decision-Making, Performance Improvement, Operational Performance Management, Process Management, Competitive Analysis, Business Systems, Data Strategy, Business

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Skillshare

    Unreal Engine for Beginners

    Skills you'll gain: Unreal Engine, Cinematography, Animation and Game Design, Photo/Video Production and Technology, Virtual Environment, Video Production, 3D Assets, Game Design, Storytelling, Post-Production, Visual Storytelling, Video Editing, Animations, Media Production, Image Quality, Real Time Data, Model Optimization

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Advanced PyTorch Techniques and Applications

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Deep Learning, Generative Model Architectures, Graph Theory, Dimensionality Reduction, Network Model, Unsupervised Learning, Model Optimization, Embeddings, Artificial Neural Networks, Machine Learning Methods, Supervised Learning, Model Evaluation, Model Training, Model Deployment, Flask (Web Framework)

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L&T EduTech

    Metro Rail Systems and Construction

    Skills you'll gain: Construction Engineering, Civil Engineering, Structural Analysis, Building Codes, Building Services Engineering, Electrical Systems, Public Works, Electric Power Systems, Transportation Operations, Building Information Modeling, Construction Management, Structural Engineering, Construction, Traffic Flow Optimization, Engineering Analysis, Simulation and Simulation Software, Drafting and Engineering Design, Contract Management, Engineering Practices, Laboratory Testing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Wireshark for Packet Capture: Analyze web traffic

    Skills you'll gain: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, Network Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Saïd Business School, University of Oxford

    AI and Creativity

    Skills you'll gain: AI powered creativity, Generative AI, Generative Model Architectures, AI Product Strategy, Media Production, Content Creation, Prompt Engineering, AI literacy, Creativity, LLM Application, Responsible AI, AI Integrations, Media Strategy, AI Workflows, Content Strategy, Content Optimization, Content Management, Marketing Communications, Digital Transformation, Marketing

    Intermediate · Course · 1 - 3 Months

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

  • Using GenAI in Modern Software Development: SkillUp
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Prompt Engineering Foundations: Packt
  • Intro to Managing Healthcare Supply Chain Operations: Northeastern University
  • CPS Design with ARM Core using MicroPython for Industries: L&T EduTech
  • Vision & Audio AI Systems: Coursera
  • Business Strategy Analysis, Execution & Evaluation: EDUCBA
  • Unreal Engine for Beginners: Skillshare
  • Advanced PyTorch Techniques and Applications: Packt
  • Metro Rail Systems and Construction: L&T EduTech

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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