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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


  • M

    MathWorks

    Modeling and Simulation with Simulink

    Skills you'll gain: Simulation and Simulation Software, Control Systems, Model Based Systems Engineering, Simulations, Mathematical Modeling, Engineering Analysis, Data Import/Export, Systems Engineering, Model Optimization

    ★ 4.8 (60) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Modeling Data in Power BI

    Skills you'll gain: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Model Optimization, Performance Tuning, Business Intelligence, Data Analysis

    ★ 4 (13) · Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Model Deployment, Apache Spark, Data Pipelines, Cloud Deployment, Model Training, IBM Cloud, Applied Machine Learning, Machine Learning Methods, Model Optimization, Machine Learning Algorithms, Docker (Software), Machine Learning, Containerization, Data Science, Python Programming, Scalability, Design Thinking

    ★ 4.3 (62) · Advanced · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    4.- El Cálculo - Otros Modelos

    Skills you'll gain: Advanced Mathematics, Calculus, Applied Mathematics, Mathematics Education, Numerical Analysis, Mathematical Modeling, Digital pedagogy, Model Optimization, Algebra, Graphing, Derivatives, Graphical Tools

    ★ 4.7 (210) · Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Generative AI for Marketers

    Skills you'll gain: Content Performance Analysis, Prompt Engineering, Microsoft Copilot, Customer Insights, Customer Analysis, Competitive Analysis, Persona Development, Content Marketing, Personalized Campaigns, Content Creation, Marketing Operations, Marketing Analytics, Data-Driven Marketing, Marketing Design, Marketing Strategies, Marketing Planning, Marketing, Ideation, AI Personalization, Data Analysis

    ★ 4.5 (32) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms

    ★ 4.6 (75) · Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Machine Learning Methods, Model Training, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Model Optimization, Verification And Validation, Linear Algebra, Data Transformation

    ★ 4.9 (331) · Intermediate · Course · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    ¿Qué hacer con tu estrategia digital en tiempos de cambio?

    Skills you'll gain: Customer Engagement, Target Market, Target Audience, Digital Advertising, Digital Analysis, Customer Retention, Customer Relationship Building, Search Engine Optimization, Sales Prospecting, Brand Loyalty, Digital Brand Strategy, Digital Media Strategy, Lead Generation, Prospecting and Qualification, Digital Marketing, Marketing Strategies, Strategic Communication, Customer experience strategy (CX), Digital Marketing Tools, Cash Flows

    ★ 4.9 (146) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Analysis: Portfolios, Risks, Strategic Decisions

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Risk Management, Financial Management, Wealth Management, Finance, Financial Market, Investments, Financial Planning, Business Strategies, Financial Analysis, Asset Management, Risk Analysis, Investment Banking, Market Dynamics, Market Trend, Performance Measurement, Quantitative Research, Case Studies

    ★ 4.4 (154) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Introduction to C++ Programming

    Skills you'll gain: File I/O, Memory Management, Debugging, C and C++, C++ (Programming Language), Software Documentation, Development Testing, Code Reusability, Vibe coding, Programming Principles, API Design, Program Development, Pseudocode, Software Architecture, Software Design, Functional Design, Maintainability, Performance Tuning, Computational Thinking, Generative AI

    ★ 4.5 (30) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • U

    University of Pennsylvania

    运营管理概论(中文版)

    Skills you'll gain: Operations Management, Process Analysis, Operations, Operational Efficiency, Process Management, Business Process, Inventory Control, Operational Excellence, Production Process, Operational Analysis, Operational Performance Management, Process Optimization, Business Workflow Analysis, Business Process Improvement, Process Improvement, Quality Management, Inventory Management, Performance Measurement, Inventory and Warehousing, Inventory Management System

    ★ 4.7 (46) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Model Optimization, Scikit Learn (Machine Learning Library), Model Training, Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Unstructured Data, Feature Engineering, Jupyter, Regression Analysis, Data Preprocessing, Python Programming

    ★ 4.6 (45) · Intermediate · Course · 1 - 3 Months

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

  • Modeling and Simulation with Simulink : MathWorks
  • Modeling Data in Power BI: Microsoft
  • AI Workflow: Enterprise Model Deployment: IBM
  • 4.- El Cálculo - Otros Modelos: Tecnológico de Monterrey
  • Generative AI for Marketers: Microsoft
  • AI for Energy and Biomedical Applications: University of Michigan
  • 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
  • ¿Qué hacer con tu estrategia digital en tiempos de cambio?: Tecnológico de Monterrey
  • Financial Analysis: Portfolios, Risks, Strategic Decisions: Coursera
  • Microsoft Introduction to C++ Programming: Microsoft

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