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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


  • S

    Stanford Online

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Statistical Modeling, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    4.6 stars, 305 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (305) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Business Process Modeling with AI

    Skills you'll gain: Business Process Modeling, Process Modeling, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Process Analysis, Business Transformation, Case Studies, Workflow Management, Process Mapping, Initiative and Leadership, Business Workflow Analysis, Process Optimization, Business Leadership, Quality Improvement, Innovation, Automation, Analysis

    4.5 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Elevate your Software Development Career

    Skills you'll gain: Data Ethics, Generative AI Agents, Generative AI, Software Design Documents, Software Design, AI Integrations, Software Architecture, Agentic Workflows, Continuous Integration, Software Development, Prompt Patterns, LLM Application, Application Security, Software Engineering, Code Review, Debugging, DevSecOps

    4.5 stars, 267 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (267) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms

    4.7 stars, 158 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    3.9 stars, 43 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (43) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    5 Ways to Build a Better LinkedIn Profile

    Skills you'll gain: LinkedIn, Photo Editing, Web Presence, Professional Networking, Digital Brand Strategy, Social Media, Content Optimization, Branding, Professionalism, Recognizing Others, Trustworthiness, Business Communication

    4.4 stars, 318 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Fine-tuning, Large Language Modeling, Model Training, Prompt Engineering, Retrieval-Augmented Generation, Model Optimization, Transfer Learning, Data Preprocessing

    4.6 stars, 627 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.6 (627) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • F

    Fractal Analytics

    Leadership Strategies for AI and Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, AI Security, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Decision Intelligence, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation

    4.6 stars, 242 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (242) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, Generative Model Architectures, Embeddings, AI Workflows, Model Optimization, Serverless Computing, Agentic Workflows, Systems Development Life Cycle, AI Orchestration, Cloud Development, Development Testing, AI Personalization, AI Enablement, AI Integrations, Application Development, AI Security, Tool Calling

    4.2 stars, 55 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (55) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Infection Control, Statistical Modeling, Simulations, Infectious Diseases, Public Health and Disease Prevention, R Programming, Public Health, Predictive Modeling, Model Evaluation, R (Software), Model Optimization, Differential Equations, Data Modeling, Immunology, Regression Analysis, Statistical Methods, Probability Distribution

    4.8 stars, 305 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (305) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Essentials of Hospitality Management

    Skills you'll gain: Revenue Management, Hospitality Services, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality Management, Cost Control, Budget Management, Hospitality, Cost Management, Financial Statements, Hotel And Restaurant Management, Hospitality and Food Services, Capital Budgeting, Budgeting, Guest Relations, Hotel Operations, Financial Forecasting, Financial Management, Financial Planning

    4.6 stars, 102 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (102) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The University of Tokyo

    Let’s Read! Learning Japanese through Science & Technology-1

    Skills you'll gain: Oral Comprehension, Traffic Flow Optimization, Vocabulary, Public Works, Literacy, Water Quality, Language Learning, Environmental Engineering, Robotics, Display Devices, Grammar, Biochemistry

    4.8 stars, 111 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (111) · Intermediate · Course · 1 - 3 Months

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

  • Probabilistic Graphical Models 3: Learning: Stanford Online
  • Business Process Modeling with AI: STARWEAVER
  • Generative AI: Elevate your Software Development Career: IBM
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Data Science Beyond the Basics (ML+DS): Coursera
  • 5 Ways to Build a Better LinkedIn Profile: Coursera
  • Finetuning Large Language Models: DeepLearning.AI
  • Leadership Strategies for AI and Generative AI: Fractal Analytics
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Infectious Disease Modelling: Imperial College London

Skills you can learn in Algorithms

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Problem Solving (19)
Algebra (12)
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Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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