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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


  • P

    Packt

    70+ JavaScript Challenges - Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Javascript, Theoretical Computer Science, Programming Principles, Computational Thinking, Computer Science

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Document and Evaluate LLM Prompting Success

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Model Optimization, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Fine-tuning, Large Language Modeling, System Monitoring, Open Web Application Security Project (OWASP), Scalability, Generative Model Architectures, Hugging Face, Continuous Monitoring, AI Integrations, Load Balancing, Performance Tuning, Application Deployment, Model Optimization, Transfer Learning, AI Security, Applied Machine Learning, Application Security, API Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Field Sales Agents: Local Market Insights

    Skills you'll gain: Sales Territory Management, AI Personalization, Generative AI Agents, Sales Strategy, Customer Engagement, Regional Sales, Sales Process, Lead Generation, Market Intelligence, Sales Enablement, Real Time Data, Personalized Service, Anthropic Claude, Sales Development, AI Enablement, Market Analysis, Responsible AI, Customer Analysis, Ethical Standards And Conduct, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Cloud Management, Cloud Infrastructure, Serverless Computing, Capacity Management, Virtual Machines, Query Languages, Cloud Storage, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Boost SEO: On-Page Elements

    Skills you'll gain: Content Optimization, Generative Engine Optimization (GEO), Keyword Research, Web Content, Content Creation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Analyze BigQuery Usage with Log Analytics

    Skills you'll gain: Data Visualization, Google Cloud Platform, SQL, Analytics, Analysis, Data Warehousing

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize & Interface LLM Apps Effectively

    Skills you'll gain: LLM Application, Prompt Patterns, Token Optimization, Middleware, OpenAI API, Prompt Engineering Tools, User Interface (UI), Human Computer Interaction, Interaction Design, User Interface and User Experience (UI/UX) Design, UI/UX Research, Frontend Integration, Back-End Web Development

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Blender 4 - Geometry Nodes for Beginners

    Skills you'll gain: 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Model Optimization, User Interface (UI)

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Blend Hybrid Search

    Skills you'll gain: Vector Databases, Semantic Web, Model Optimization, Embeddings, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize Meetings: Boost Team Productivity

    Skills you'll gain: Meeting Facilitation, Productivity, Time Management, Calendar Management, Business Workflow Analysis, Performance Analysis, Process Optimization, Program Evaluation, Drive Engagement, Data-Driven Decision-Making, Scheduling, Auditing, Proposal Development, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Modeling Techniques and Detailed Prop Creation

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Computer Graphics, Computer Graphic Techniques, Graphical Tools, Model Optimization

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular optimization courses

  • 70+ JavaScript Challenges - Data Structures and Algorithms: Packt
  • Document and Evaluate LLM Prompting Success: Coursera
  • Build & Adapt LLM Models with Confidence: Coursera
  • GenAI for Field Sales Agents: Local Market Insights: Coursera
  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud
  • Boost SEO: On-Page Elements: Coursera
  • Analyze BigQuery Usage with Log Analytics: Google Cloud
  • Optimize & Interface LLM Apps Effectively: Coursera
  • Blender 4 - Geometry Nodes for Beginners: Packt
  • Blend Hybrid Search: 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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