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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

    Microsoft

    Automation & Advanced Techniques with Copilot in Excel

    Skills you'll gain: Excel Macros, Forecasting, Microsoft Copilot, Dashboard Creation, Microsoft Excel, Predictive Modeling, Workflow Management, UI Components, Visual Basic (Programming Language), User Interface (UI), Automation, Debugging, Interactive Data Visualization, Scenario Testing, Programming Principles

    4.5 stars, 72 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (72) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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 stars, 210 reviews, Mixed, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4 stars, 398 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    Universidad de los Andes

    Analítica de Procesos: Optimización desde los Datos

    Skills you'll gain: Process Analysis, Process Improvement and Optimization, Business Process, Process Optimization, Business Process Modeling, Process Improvement, Process Modeling, Performance Analysis, Operational Efficiency, Performance Metric, Performance Measurement, Simulation and Simulation Software, Waste Minimization, Automation

    4.7 stars, 103 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (103) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    GenAI for Algorithmic Trading

    Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Research Reports, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management

    4.4 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • G

    Google DeepMind

    Gemini for Developers

    Skills you'll gain: Prompt Engineering, Google Gemini, Gemini, Generative AI Agents, AI Integrations, Google Cloud Platform, Application Programming Interface (API), Real Time Data, Key Management, Tool Calling, Agentic systems, Cloud Deployment, Generative Model Architectures, Generative AI, Large Language Modeling, AI Security, Artificial Intelligence, AI Workflows, Cloud Applications, Cloud Development

    4.5 stars, 11 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Specialization · 1 - 3 Months

    Category: Job skills
    Job skills
    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Power BI Fundamentals and Data Modeling

    Skills you'll gain: Model Optimization, Database Design, Data Warehousing, Data Architecture, Governance

    2.4 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 2.4 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Fundamental MATLAB Programming for AI

    Skills you'll gain: Matlab, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Software, Data Wrangling, Data Preprocessing, Mathematical Modeling, Engineering Analysis, Computational Logic

    4.9 stars, 78 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Mobilité et urbanisme

    Skills you'll gain: Traffic Flow Optimization, Land Development, Land Management, Spatial Analysis, Civil Engineering, Sociology, Socioeconomics, Social Sciences, Policy Analysis, Behavioral Economics, Public Policies

    4.6 stars, 121 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (121) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Getting Started with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), LLM Application, Fine-tuning, Large Language Modeling, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

    3.8 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (8) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Emory University

    Marketing Channel Functions

    Skills you'll gain: Marketing Channel, Marketing Effectiveness, Wholesaling, Market Dynamics, Revenue Management, Strategic Marketing, Business Marketing, Compensation Management, Compensation Analysis, Supply Chain, Gap Analysis, Consumer Behaviour, Case Studies, Demand Planning, Process Optimization, Coordination, Analysis

    4.8 stars, 19 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Machine Learning Algorithms, Data Processing, Model Training, Model Optimization, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Software, Data Integration, Data Transformation, Classification Algorithms, Regression Analysis

    3.7 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular convex optimization courses

  • Automation & Advanced Techniques with Copilot in Excel: Microsoft
  • 4.- El Cálculo - Otros Modelos: Tecnológico de Monterrey
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Analítica de Procesos: Optimización desde los Datos: Universidad de los Andes
  • GenAI for Algorithmic Trading: Coursera
  • Gemini for Developers: Google DeepMind
  • Power BI Fundamentals and Data Modeling: Microsoft
  • Fundamental MATLAB Programming for AI: University of Glasgow
  • Mobilité et urbanisme: École Polytechnique Fédérale de Lausanne
  • Getting Started with Generative AI: Edureka

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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