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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


  • C

    Coursera

    Evaluating LLM Performance and Efficiency

    Skills you'll gain: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Product Lifecycle Management, Process Design, Process Mapping, Token Optimization, User Requirements Documents, MLOps (Machine Learning Operations), Operational Efficiency, Business Process Automation, Product Management, Large Language Modeling, Model Optimization, Cost Containment, Process Optimization, Process Analysis, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Business Process Engineering Part 1

    Skills you'll gain: Process Mapping, Business Process, Process Design, Business Process Improvement, Business Transformation, Business Process Reengineering, Business Process Modeling, Process Analysis, Process Management, Design Thinking, Process Flow Diagrams, Business Process Management, Business Systems Analysis, Process Improvement and Optimization, Business Workflow Analysis, Performance Improvement, Requirements Elicitation, Business Requirements, Business Analysis, Operational Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Vector Database Foundations and Core Concepts

    Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Model Evaluation, Scalability, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Mastering NLP: Foundations, ML & LLMs

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Blender Beginners Masterclass - The Cookie Factory

    Skills you'll gain: Animation and Game Design, Computer Graphic Techniques, Model Optimization, Cinematography, Post-Production, Technical Design, Virtual Environment, Simulations, Graphics Software, File Management, Blended Learning

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Blender to Unreal Engine 5 — 3D Props - Medieval Market

    Skills you'll gain: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Animation and Game Design, Computer Graphic Techniques, Model Optimization, Data Import/Export, Fine-tuning

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Facebook Growth: Boost Your Engagement

    Skills you'll gain: Content Scheduling, Facebook, Social Media Content, Social Media Management, Social Media, Driving engagement, Content Strategy, Social Media Marketing, Social Media Strategy, Drive Engagement, Live Streaming, Community Organizing, Content Management, Community Development, Content Creation, Content Optimization

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Multimodal Prompting: Combining Text, Images, Audio & Video

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Scenario Testing, AI literacy, Artificial Intelligence, Google Gemini, Image Analysis, Generative AI, AI Workflows, Anthropic Claude, ChatGPT, Productivity, Context Management, Competitive Analysis, Natural Language Processing, Ideation, Automation, Process Optimization

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    The Lean-Agile Way: Mastering Value Stream Management

    Skills you'll gain: Lean Methodologies, Process Optimization, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Workflow Management, Operational Efficiency, Operational Excellence, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Organizational Effectiveness, Business Transformation, Agile Product Development, Continuous Improvement Process, Agile Project Management, Customer experience improvement, Cross-Functional Collaboration

    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
  • E

    Edureka

    Transformer Architectures and Multimodal Models

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Recurrent Neural Networks (RNNs), Embeddings, Large Language Modeling, Artificial Neural Networks, Software Architecture, Model Optimization, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Distributed Computing, Scalability, Unsupervised Learning, Computer Vision, Memory Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management

    Advanced · Course · 1 - 3 Months

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

  • Evaluating LLM Performance and Efficiency: Coursera
  • Business Process Engineering Part 1: Northeastern University
  • Vector Database Foundations and Core Concepts: Coursera
  • Mastering NLP: Foundations, ML & LLMs: Packt
  • Blender Beginners Masterclass - The Cookie Factory: Packt
  • Blender to Unreal Engine 5 — 3D Props - Medieval Market: Packt
  • Facebook Growth: Boost Your Engagement: Coursera
  • Multimodal Prompting: Combining Text, Images, Audio & Video: SkillsBooster Academy
  • The Lean-Agile Way: Mastering Value Stream Management: Packt
  • Advanced CSS & Responsive Web Design: Packt

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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