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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


  • G

    Google Cloud

    Attention Mechanism - Bahasa Indonesia

    Skills you'll gain: Model Optimization, Machine Learning Methods, Natural Language Processing, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Master ANN Search

    Skills you'll gain: Vector Databases, Embeddings, Retrieval-Augmented Generation, Model Optimization, Data Ethics, Responsible AI, Model Evaluation, Performance Tuning, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • H

    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative AI Agents, Agentic Workflows, Document Management, Generative AI, AI Workflows, Web Applications, Artificial Intelligence, Agentic systems, Model Optimization, Application Programming Interface (API), Workflow Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Generative AI Foundations in Python

    Skills you'll gain: Prompt Engineering, Fine-tuning, Generative AI, Generative Model Architectures, Prompt Patterns, Responsible AI, Model Deployment, Large Language Modeling, Generative Adversarial Networks (GANs), Data Ethics, Natural Language Processing, Transfer Learning, Artificial Intelligence, Model Training, Python Programming, Model Optimization, Machine Learning, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced CSS & Responsive Web Design

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, GitHub, Web Design, Web Design and Development, Web Development Tools, Git (Version Control System), Browser Compatibility, Version Control, Front-End Web Development, Web Development, Application Deployment, Hypertext Markup Language (HTML), Typography

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Skillshare

    Client HQ: Streamline Client Project Management with Notion

    Skills you'll gain: Timelines, Project Schedules, Database Design, Workflow Management, Milestones (Project Management), Project Management Software, Database Software, Databases, Relational Databases, Database Management, Client Services, Productivity Software, Project Management, Client Support, Process Management, Collaborative Software, Project Documentation, Process Improvement and Optimization

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Campaign Planning, Data-Driven Marketing, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Promotions and Campaigns, Marketing Strategies, Project Management Life Cycle, Performance Metric, Storytelling, Data-Driven Decision-Making, Project Closure, Plan Execution, Continuous Monitoring, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Python Machine Learning By Example

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Flick Social for Beginners: Accelerating Social Media Output

    Skills you'll gain: Social Media Campaigns, Content Scheduling, Social Media Management, Social Media, Social Media Content, Instagram, Social Media Marketing, Social Media Strategy, Keyword Research, Campaign Management, Digital Marketing Tools, Campaign Planning, Target Market, Driving engagement, User Accounts

    Beginner · Guided Project · Less Than 2 Hours

  • C

    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Decision Intelligence, Business Strategy, Technology Strategies, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Start Neural Networks Advanced Model Architectures

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Technical Documentation, Artificial Neural Networks, PyTorch (Machine Learning Library), Model Training, Deep Learning, Model Optimization, Applied Machine Learning, Network Model, Network Architecture, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Attention Mechanism - Bahasa Indonesia: Google Cloud
  • Master ANN Search: Coursera
  • H2O GPTe Learning Path: H2O.ai
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Generative AI Foundations in Python: Packt
  • Advanced CSS & Responsive Web Design: Packt
  • Client HQ: Streamline Client Project Management with Notion: Skillshare
  • Run Campaign Cycles: Coursera
  • Python Machine Learning By Example: Packt
  • Flick Social for Beginners: Accelerating Social Media Output: Coursera

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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