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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • E

    Edureka

    Transfer Learning and Fine-Tuning for AI Models

    Skills you'll gain: MLOps (Machine Learning Operations), Fine-tuning, PyTorch (Machine Learning Library), AI Security, Containerization, AI Workflows, Prompt Engineering, Hugging Face, Artificial Neural Networks, Deep Learning, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Machine Learning Methods, Generative AI, Computer Vision, Artificial Intelligence, Machine Learning, Data Processing, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
  • J

    John Wiley & Sons

    Foundations of Prompt Engineering for Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Responsible AI, Generative Model Architectures, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Context Engineering, Data Ethics, Concision, Token Optimization, LLM Application, AI powered creativity, Natural Language Processing, Interaction Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    Edureka

    Fine-Tuning Techniques for AI Models

    Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    Introduction to UGC & Short-Form Video Production with AI

    Skills you'll gain: Prompt Engineering, Content Performance Analysis, Visual Storytelling, Market Opportunities, Social Media Content, Video Production, Generative AI, Personalized Campaigns, Photo/Video Production and Technology, Social Media Campaigns, Market Analysis, AI Personalization, Campaign Management, Content Creation, Campaign Planning, Digital Content, Content Development and Management, Copywriting, Artificial Intelligence, Content Marketing

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of California, Davis

    Campaign Foundations & AI-Enhanced Planning

    Skills you'll gain: Persona Development, Smart Goals, Personalized Campaigns, Goal Setting, Campaign Management, Social Media Campaigns, Quality Assurance, AI Enablement, Generative AI Agents, Prompt Engineering, Marketing Materials, Marketing Planning, Branding, Target Audience, Generative AI, Marketing Effectiveness, Content Strategy, Marketing, Social Media Strategy, Social Media Content

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    Stanford University

    Probabilistic Graphical Models

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)

    ★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • S

    Stanford University

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    ★ 4.7 (325) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    SkillUp

    Business Analyst (ECBA) Certificate Preparation 

    Skills you'll gain: Business Analysis, Business Analysis Tools, Business Process Modeling, Stakeholder Analysis, Process Optimization, Requirements Management, Business Systems Analysis, Process Modeling, Stakeholder Management, Process Improvement and Optimization, Data Modeling, Requirements Elicitation, Stakeholder Engagement, Risk Analysis, Communication Planning, Process Analysis, Analysis, Business Requirements, Business Process, Needs Assessment

    ★ 4.7 (115) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Machine Learning Operations (MLOps) on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Cloud Deployment, Devops Tools, Data Store, Continuous Deployment

    ★ 4 (507) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Build a Certification Study Guide: PCA Exam Prep

    Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Cloud Solutions, Cloud Security, Cloud Computing, Solution Architecture, Google Cloud Platform, Cloud Management, Process Optimization, Cloud Platforms, Solution Delivery, Process Improvement and Optimization, System Implementation, Process Analysis, Business Solutions, Cloud Deployment, Solution Design

    ★ 4.7 (1.4K) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Systems Design, Algorithms, Programming Principles, Design Software, Model Optimization, Digital Design

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

    Category: Preview
    Preview
  • A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Model Optimization, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Machine Learning Methods, Classification Algorithms, Model Training, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Statistical Machine Learning, Data Validation, Machine Learning, Project Management

    ★ 4.6 (1.1K) · Intermediate · Specialization · 3 - 6 Months

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

  • Transfer Learning and Fine-Tuning for AI Models: Edureka
  • Foundations of Prompt Engineering for Generative AI: John Wiley & Sons
  • Fine-Tuning Techniques for AI Models: Edureka
  • Introduction to UGC & Short-Form Video Production with AI: SkillsBooster Academy
  • Campaign Foundations & AI-Enhanced Planning: University of California, Davis
  • Probabilistic Graphical Models: Stanford University
  • AI in Healthcare Capstone: Stanford University
  • Business Analyst (ECBA) Certificate Preparation : SkillUp
  • Machine Learning Operations (MLOps) on Google Cloud: Google Cloud
  • Build a Certification Study Guide: PCA Exam Prep: Google Cloud

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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