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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


  • Status: Free Trial
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    Packt

    Advanced Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, Model Optimization, Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Model Training, Network Architecture

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Asana Advanced: Portfolio, Dashboards & Planning at Scale

    Skills you'll gain: Resource Allocation, Timelines, Project Performance, Project Portfolio Management, Resource Utilization, Risk Analysis, Goal Setting, Root Cause Analysis, Resource Planning, Resource Management, Team Performance Management, Performance Analysis, Process Improvement and Optimization, Scheduling, Dashboard, Project Management Software, Capacity Planning, Portfolio Management, Power BI, Strategic Planning

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    JavaScript Data and Applications

    Skills you'll gain: Performance Tuning, Development Testing, Software Testing, Unit Testing, Software Documentation, Application Programming Interface (API), Test Script Development, Code Reusability, Web Applications, Test Driven Development (TDD), Technical Documentation, Frontend Performance, Debugging, Performance Testing, Maintainability, Javascript, Software Design Patterns, Software Architecture, Secure Coding, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    JavaScript from Beginner to Expert 2.0

    Skills you'll gain: JavaScript Frameworks, Event-Driven Programming, Javascript, Frontend Performance, Frontend Integration, Object Oriented Programming (OOP), Video Game Development, Web Development, Scripting, Development Environment, Cascading Style Sheets (CSS), Front-End Web Development, Data Validation, Real Time Data, Prototyping, Data Integrity, Programming Principles, Computational Logic, Data Storage, Code Reusability

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Architecting AI Solutions – Scalable GenAI Systems

    Skills you'll gain: Generative Model Architectures, Generative AI, Cloud Deployment, AI Security, Scalability, Cloud-Native Computing, Application Design, Model Deployment, Systems Architecture, Load Balancing, Cloud Platforms, Application Deployment, Capacity Management, Software Architecture, Containerization, Responsible AI, System Monitoring, Disaster Recovery

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Master Advanced Video Editing with Adobe Premiere Pro

    Skills you'll gain: Visual Storytelling, Video Production

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Starweaver

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: Data Warehousing, Data Architecture, SQL, Business Intelligence, Data Pipelines, Data Modeling, Data Management, Data-Driven Decision-Making, Query Languages, Business Analytics, Data Transformation, Performance Tuning, Cloud Computing, Cloud Management, Scripting, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Java Multithreading and Parallel Programming Masterclass

    Skills you'll gain: Java Programming, Java, Performance Tuning, Spring Framework, System Programming, Application Performance Management, Algorithms, JUnit, OS Process Management, Application Frameworks, Programming Principles, Spring Boot, Scalability

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, OpenAI API, Model Optimization, Large Language Modeling, Embeddings, OpenAI, Responsible AI, Cost Management, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    LearnKartS

    AI SEO with ChatGPT: Keywords, Content & Rankings

    Skills you'll gain: Content Optimization, Copywriting, Keyword Research, Search Engine Optimization, ChatGPT, Web Analytics and SEO, Web Content, Competitive Analysis, Content Strategy, Content Creation, Writing

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    S.P. Jain Institute of Management and Research

    Foundation of Global Supply Chains

    Skills you'll gain: Supply Management, Transportation, Supply Chain, and Logistics, Network Planning And Design, Transportation Management, Logistics, Inventory Management System, Performance Metric, Operations Research, Key Performance Indicators (KPIs), Network Model, Transportation Operations, Corporate Sustainability, Strategic Planning, Operational Performance Management, Network Performance Management, Risk Management, Coordination, Cost Reduction, Risk Mitigation

    Beginner · Course · 1 - 3 Months

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

  • Advanced Generative Adversarial Networks (GANs): Packt
  • Asana Advanced: Portfolio, Dashboards & Planning at Scale: Coursera
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • JavaScript Data and Applications: Microsoft
  • JavaScript from Beginner to Expert 2.0: Packt
  • Architecting AI Solutions – Scalable GenAI Systems: Packt
  • Master Advanced Video Editing with Adobe Premiere Pro: EDUCBA
  • Build a Data Warehouse Using BigQuery: Starweaver
  • Java Multithreading and Parallel Programming Masterclass: Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson

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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