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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: New
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    K

    KodeKloud

    Deploy ML Models to Production

    Skills you'll gain: AWS SageMaker, Model Deployment, MLOps (Machine Learning Operations), Data Governance, Model Training, Data Security, Amazon Web Services, Application Deployment, General Data Protection Regulation (GDPR), Model Optimization, Information Privacy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Goldman Sachs

    Les bases des opérations avec Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Operational Efficiency, Business Operations, Operations Management, Process Management, Business Process, Process Analysis, Operations, Business Process Improvement, Process Improvement and Optimization, Process Optimization, Operational Analysis, Process Improvement, Process Development, Continuous Improvement Process, Customer experience improvement, Business Technologies

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Social Media Analytics and Sentiment Insights

    Skills you'll gain: Content Scheduling, Social Media Marketing, Social Media Analytics, Content Performance Analysis, Social Media Management, Social Media Campaigns, Social Media, Social Media Content, Digital Media Strategy, Social Media Strategy, Customer Engagement, Digital Marketing, Content Optimization, Performance Analysis, Customer Communications Management, Customer Relationship Management (CRM) Software, Web Analytics, Marketing Communications, Analytics, Market Data

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Design and Optimize Basement Parking Layouts in AutoCAD

    Skills you'll gain: AutoCAD, Architectural Drawing, Architectural Design, Engineering Drawings, Computer-Aided Design, Building Design, Technical Drawing, Drafting and Engineering Design, Architecture and Construction, Structural Engineering, Functional Design, Traffic Flow Optimization, Safety Standards

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Multimodal RAG with GPT – Build Smarter Search & AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), OpenAI API, Generative AI, LLM Application, Program Development, Software Development Tools, Prompt Engineering, UI Components, Image Analysis, AI Workflows, Large Language Modeling, AI Integrations, Artificial Intelligence, Vector Databases, Applied Machine Learning, Data Processing

    Intermediate · Course · 1 - 3 Months

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    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, Process Driven Development, Cost Containment, Process Optimization, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Java 21 - Exploring the Latest Innovations for 2024

    Skills you'll gain: Java Programming, Development Environment, Java, Integrated Development Environments, Key Management, Software Development Tools, Cryptographic Protocols, Encryption, Cryptography, Performance Tuning, Memory Management, Scalability, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Model Optimization, Machine Learning Methods, Deep Learning, Artificial Neural Networks, Data Processing, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    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

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    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, 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

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    Google Cloud

    Introduction to Generative AI Studio - 简体中文

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Model Optimization, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Multimodal Prompts, AI Product Strategy, Fine-tuning, LLM Application, Prototyping, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    A

    Alex Genadinik

    How I Got 50+ Podcast Appearances Using RadioGuestList

    Skills you'll gain: Podcasting, Earned Media, Blogs, Search Engine Optimization, Brand Awareness, Web Presence, Product Promotion, Media Relations, Public Relations, Brand Management, Promotional Strategies, Lead Generation

    Mixed · Course · 1 - 4 Weeks

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

  • Deploy ML Models to Production: KodeKloud
  • Les bases des opĂ©rations avec Goldman Sachs 10,000 Women: Goldman Sachs
  • Social Media Analytics and Sentiment Insights: Coursera
  • Design and Optimize Basement Parking Layouts in AutoCAD: EDUCBA
  • Multimodal RAG with GPT – Build Smarter Search & AI Systems: Packt
  • Evaluating LLM Performance and Efficiency: Coursera
  • Java 21 - Exploring the Latest Innovations for 2024: Packt
  • Attention Mechanism - 简体中文: Google Cloud
  • Optimize Meetings: Boost Team Productivity: Coursera
  • AIBIZ (Exam AIZ-210): CertNexus

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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