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  • Convex Optimization

Convex Optimization Courses

Convex optimization courses can help you learn linear programming, duality theory, and gradient descent methods. You can build skills in formulating optimization problems, analyzing convex sets, and applying algorithms to practical work. Many courses introduce tools like MATLAB, Python libraries, and optimization software, that support implementing solutions in fields such as machine learning, artificial intelligence, and operations research.


Popular Convex Optimization Courses and Certifications


  • Status: Free Trial
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    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Data Modeling, Microsoft Excel, Business Modeling, Business Analysis, Product Assortment, Business Mathematics, Price Negotiation, Business Process, Financial Modeling, Process Optimization, Data-Driven Decision-Making, Business Strategy

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Airbus Beyond

    Procurement Strategies

    Skills you'll gain: Procurement, Strategic Sourcing, Supplier Relationship Management, Contract Management, Supplier Performance Management, Negotiation, Contract Negotiation, Process Optimization, Value Propositions, Risk Management, Market Research, Market Analysis

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    117 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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    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 4 Weeks

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    SkillUp

    Introduction to GenAI for Business Process Automation

    Skills you'll gain: Prompt Engineering, Business Workflow Analysis, Generative AI Agents, AI Workflows, Business Process Automation, Generative AI, AI Enablement, Tool Calling, Process Optimization, No-Code Development

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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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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    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    University of Colorado Boulder

    의사 결정을 위한 비즈니스 분석

    Skills you'll gain: Business Analytics, Risk Analysis, Data Analysis, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning

    4.8
    Rating, 4.8 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Maryland, College Park

    Digital Marketing Analytics

    Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Data Analysis, Contextual Advertising, Big Data, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Consumer Behaviour, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    What is Procure to Pay

    Skills you'll gain: Purchasing, Process Improvement, Accounts Payable, Operational Efficiency, Procurement, Supplier Relationship Management, Payment Processing and Collection, Vendor Management, Cost Reduction, Invoicing, Compliance Management, Automation

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    University of Pennsylvania

    Driving Operational Performance

    Skills you'll gain: Process Analysis, Operational Performance Management, Capacity Planning, Operational Analysis, Key Performance Indicators (KPIs), Operations Management, Operational Efficiency, Business Operations, Process Optimization, Business Metrics, Business Workflow Analysis, Performance Analysis, Business Process Management, Return On Investment, Customer Analysis, Resource Utilization, Customer experience improvement

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    MD-102: Endpoint Administrator

    Skills you'll gain: Microsoft Intune (Mobile Device Management Software), Endpoint Security, Microsoft Windows, Authentications, Application Deployment, Operating System Administration, Azure Active Directory, Windows PowerShell, Group Policy, Enterprise Application Management, Identity and Access Management, Cloud Applications, Mobile Development Tools, Enterprise Security, Mobile Security, System Configuration, Security Management, User Provisioning, Android (Operating System), Patch Management

    4.8
    Rating, 4.8 out of 5 stars
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    28 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Fundamentals of Business Problem Solving: Howard University
  • Procurement Strategies: Airbus Beyond
  • Object Localization with TensorFlow: Coursera
  • Deep Learning with PyTorch : Generative Adversarial Network: Coursera
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Introduction to GenAI for Business Process Automation: SkillUp
  • Fundamental MATLAB Programming for AI: University of Glasgow
  • 의사 결정을 위한 비즈니스 분석: University of Colorado Boulder
  • Digital Marketing Analytics: University of Maryland, College Park
  • What is Procure to Pay: Coursera

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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