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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: New
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    Edureka

    Generative AI for Customer Experience Optimization

    Skills you'll gain: Customer experience improvement, Workflow Management, Process Design, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Continuous Deployment, Capacity Management, Software Versioning, API Gateway, Scalability, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Pseudocode, Data Structures, Design Strategies, Programming Principles, Computer Science, Program Development, Advanced Mathematics, Python Programming, Linear Algebra, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    234 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    LearnKartS

    Search Engine Optimization Course

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Content Performance Analysis, Web Analytics, Google Analytics, Digital Marketing, Content Strategy, User Experience, Competitive Analysis, Performance Tuning

    Beginner · Course · 1 - 3 Months

  • Status: New
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    IBM

    Search Engine Optimization and Content Marketing

    Skills you'll gain: Web Analytics and SEO, Search Engine Optimization, Content Marketing, Web Analytics, Blogs, Search Engine Marketing, Content Creation, MarTech, Marketing Strategy and Techniques, Digital Marketing, Growth Strategies, Content Strategy, Market Research

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Packt

    Advanced AWS Deployment, Databases & Optimization

    Skills you'll gain: Amazon Web Services, Amazon CloudWatch, AWS CloudFormation, Relational Databases, Amazon DynamoDB, Application Deployment, Database Management Systems, Database Architecture and Administration, Operational Databases, Amazon Redshift, Amazon S3, Cloud Computing Architecture, Cloud Security, AWS Kinesis, Data Security, Serverless Computing, Performance Tuning, Scalability, Disaster Recovery

    Advanced · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Modeling, Problem Solving, Combinatorics, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    455 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Mastering Cloud: Security, Optimization & Migration on AWS

    Skills you'll gain: Cloud Computing Architecture, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Multi-Factor Authentication, Event Monitoring, Data Storage, MySQL, Key Management, Scalability

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Minnesota

    Optimization for Decision Making

    Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Business Mathematics, Process Optimization, Data-Driven Decision-Making, Microsoft Excel, Solution Design, Decision Making, Linear Algebra, Resource Allocation, Graphing

    4.7
    Rating, 4.7 out of 5 stars
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    88 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    DevOps, DataOps, MLOps

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Containerization, Tensorflow, Web Frameworks, Rust (Programming Language), Microsoft Copilot, DevOps, Cloud Solutions, CI/CD, Machine Learning, Serverless Computing, Docker (Software), GitHub, Command-Line Interface, Big Data

    4.2
    Rating, 4.2 out of 5 stars
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    205 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

    Skills you'll gain: Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    63K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Machine Learning, Python Programming, Regression Analysis, Artificial Neural Networks, Deep Learning, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    919 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for Customer Experience Optimization: Edureka
  • Persistent Data, Monitoring & Cost Optimization in AKS: Packt
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Search Engine Optimization Course: LearnKartS
  • Search Engine Optimization and Content Marketing: IBM
  • Advanced AWS Deployment, Databases & Optimization: Packt
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Mastering Cloud: Security, Optimization & Migration on AWS: Edureka
  • Optimization for Decision Making: University of Minnesota
  • DevOps, DataOps, MLOps: Duke University

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
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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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