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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


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    Starweaver

    AI-Powered Business Operations

    Skills you'll gain: Business Process Modeling, Data Storytelling, Responsible AI, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Sales Presentation, Google Gemini, Sales Strategy, ChatGPT, Product Management, Generative AI, Sustainable Development, Data Ethics, Customer Relationship Management (CRM) Software, Innovation, Environmental Social And Corporate Governance (ESG), Product Knowledge

    4.5
    Rating, 4.5 out of 5 stars
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    19 reviews

    Intermediate · Specialization · 1 - 3 Months

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    SkillUp

    Applying GenAI Tools for Process Automation

    Skills you'll gain: Prompt Engineering, Automation, Performance Measurement, Responsible AI, Generative AI, Process Optimization, Scalability

    Intermediate · Course · 1 - 3 Months

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    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Engineering Practices, Matlab, Engineering Calculations, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
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    134 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Financial Reporting: Ledgers, Taxes, Auditing Best Practices

    Skills you'll gain: Ledgers (Accounting), Tax Planning, Tax Management, Auditing, Tax Compliance, Income Tax, Financial Reporting, General Ledger, Accounting Systems, Financial Regulation, Compliance Management, Accounting Records, Financial Controls

    4.6
    Rating, 4.6 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Data Processing, Feature Engineering, Artificial Intelligence, Data Cleansing, Deep Learning, Statistical Analysis, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Medical Imaging, Machine Learning, Computer Vision, X-Ray Computed Tomography

    4.5
    Rating, 4.5 out of 5 stars
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    339 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Skillshare

    Shopify eCommerce: Social Media Ads for Sales Success

    Skills you'll gain: Marketing Analytics, Google Ads, Promotional Strategies, Analysis, Google Analytics, Promotions and Campaigns, Marketing, Process Optimization, E-Commerce, Photo/Video Production and Technology, Budget Management, Content Creation, Return On Investment, Video Production, Apple iOS

    Beginner · Specialization · 3 - 6 Months

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    University of Science and Technology of China

    高效协作

    Skills you'll gain: Productivity, Workflow Management, Collaboration, Process Mapping, Operational Efficiency, Knowledge Transfer, Process Optimization, Team Oriented, Learning Strategies, Document Management, Smart Goals, Information Management, Cloud Storage

    4
    Rating, 4 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Azure for AI and Machine Learning

    Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Data Pipelines, Cloud Computing, Software Versioning, CI/CD, Continuous Monitoring, Debugging, Data Storage, Scalability, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Natural Language Processing, Supervised Learning, Artificial Intelligence, Data Science, Data Processing, Computer Vision, Reinforcement Learning

    3.3
    Rating, 3.3 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

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    Unilever

    Supply Chain Software Tools

    Skills you'll gain: Supply Chain Systems, Supply Chain Management, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Analytics, Demand Planning, Data Analysis, Advanced Analytics, Predictive Analytics, AI Product Strategy, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    66 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI-Powered Business Operations: Starweaver
  • Applying GenAI Tools for Process Automation: SkillUp
  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Financial Reporting: Ledgers, Taxes, Auditing Best Practices: Coursera
  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • Shopify eCommerce: Social Media Ads for Sales Success: Skillshare
  • 高效协作: University of Science and Technology of China
  • Microsoft Azure for AI and Machine Learning: Microsoft

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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