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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: New
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    E

    Edureka

    Model Deployment and Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Fraud detection, Responsible AI, Feature Engineering, Site Reliability Engineering, Managed Services, System Monitoring, Amazon CloudWatch, Scalability, Continuous Monitoring, Distributed Computing, Scikit Learn (Machine Learning Library), Cost Reduction, Machine Learning Algorithms, Amazon S3, Pandas (Python Package), Python Programming, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Build & Deploy AI with Hugging Face - Hands-On

    Skills you'll gain: Hugging Face, Fine-tuning, Model Deployment, AI Workflows, LLM Application, Transfer Learning, Model Training, Model Optimization, Application Deployment, Large Language Modeling, Data Processing, Generative AI, Data Preprocessing, Data Sharing, Model Evaluation, Responsible AI, Metadata Management, Python Programming, Development Environment, Training Programs

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Deep Learning and Modern AI Architectures

    Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Launch Your DevOps Engineering Career

    Skills you'll gain: Incident Management, Incident Response, Technical Communication, Performance Metric, Cloud Infrastructure, DevOps, Devops Tools, Systems Design, System Design and Implementation, Business Metrics, CI/CD, Automation

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    C

    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
    ·
    1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    M

    Microsoft

    Turning Ideas into Sustainable Results

    Skills you'll gain: Operational Excellence, Plan Execution, Process Optimization, Process Improvement and Optimization, Organizational Change, Performance Improvement, Operational Efficiency, Follow Through, Process Improvement, Change Management, Program Implementation, Performance Measurement, Strategic Prioritization, Matrix Management, Workflow Management, Continuous Improvement Process, Prioritization, Program Evaluation, Performance Metric, Cross-Functional Collaboration

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Service Operations Management

    Skills you'll gain: Service Level, Service Level Agreement, Operations, Operational Efficiency, Service Management, Operations Management, Operational Analysis, Customer experience improvement, Process Optimization, Data Entry, Performance Analysis, Performance Measurement, Data Validation, Business Metrics, Customer Relationship Management, Data Quality, Workflow Management, Data Processing, Data Management, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: New
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    J

    John Wiley & Sons

    Machine Learning: Real-World Applications

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Instagram Content Creator Pro

    Skills you'll gain: Instagram, Video Editing, Content Scheduling, Content Performance Analysis, Drive Engagement, Storytelling, Social Media Analytics, Social Media Content, Canva (Software), Content Optimization, Content Creation, Design Elements And Principles, Paid media, Graphic and Visual Design, Driving engagement, Competitive Analysis, Content Strategy, Analytics, Visual Design, Marketing

    4.1
    Rating, 4.1 out of 5 stars
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    774 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Finance, Financial Modeling, Risk Modeling, Probability, Risk Management, Probability Distribution, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    329 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Neural Networks and PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Regression Analysis, Tensorflow, Supervised Learning, Deep Learning, Predictive Modeling, Machine Learning, Statistical Methods, Data Processing, Probability & Statistics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.9K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    W

    Whizlabs

    AWS: Finance & Compliance

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, AWS CloudFormation, Identity and Access Management, Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Security, Compliance Management, Cost Management, System Monitoring, Continuous Monitoring, Compliance Auditing

    Beginner · Course · 1 - 4 Weeks

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

  • Model Deployment and Monitoring: Edureka
  • Build & Deploy AI with Hugging Face - Hands-On: Packt
  • Deep Learning and Modern AI Architectures: Coursera
  • Launch Your DevOps Engineering Career: Microsoft
  • SQL for Data Analysis and Business Insights: Coursera
  • Turning Ideas into Sustainable Results: Microsoft
  • Service Operations Management: Microsoft
  • Machine Learning: Real-World Applications: John Wiley & Sons
  • Instagram Content Creator Pro: Coursera
  • Introduction to Financial Engineering and Risk Management: Columbia 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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