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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


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    John Wiley & Sons

    Data Processing, Machine Learning, and Model Evaluation

    Skills you'll gain: Data Preprocessing, Model Evaluation, Data Processing, Model Deployment, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Data Cleansing, Predictive Modeling, Model Training, Data Science, Data Analysis, Applied Machine Learning, Model Optimization, Technical Communication, Supervised Learning, Machine Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Prompt Architecture and NLP on Amazon Bedrock

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, AI Workflows, Natural Language Processing, Tool Calling, LLM Application, AI Orchestration, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Environment Creation and Urban Development

    Skills you'll gain: 3D Modeling, 3D Assets, Virtual Environment, Computer Graphic Techniques, Visualization (Computer Graphics), Computer Graphics, Architectural Design, Building Design, Model Optimization, Performance Tuning, Aesthetics

    Advanced · Course · 3 - 6 Months

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    Packt

    Optimizing Salesforce Solutions on Vlocity OmniStudio

    Skills you'll gain: Force.com, Performance Testing, Salesforce Development, Salesforce, Test Planning, Performance Stress Testing, Performance Tuning, Salesforce Object Query Language (SOQL), Performance Analysis, Performance Measurement, System Testing, Application Performance Management, Interactive Design, Frontend Performance, Process Optimization, UI Components, Performance Improvement, Build Tools, Query Languages, DevOps

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI Infrastructure:AI Hypercomputer 简介

    Skills you'll gain: Google Cloud Platform, Model Deployment, Cloud Infrastructure, Cloud Deployment, Model Optimization, Infrastructure Architecture, Computer Architecture, AI Workflows, Hardware Architecture, Model Training, AI literacy, Performance Tuning, Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Infraestructura de IA: introducción a AI Hypercomputer

    Skills you'll gain: Model Deployment, AI Workflows, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, Artificial Intelligence, Hardware Architecture, Model Training, Model Optimization, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data-Driven Apps with Core Data, ML, and App Architecture

    Skills you'll gain: Apple iOS, Core Data (Software), iOS Development, Application Design, Swift Programming, User Interface (UI), Mobile Development, UI Components, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Database Application, Database Management, Software Design, Application Frameworks, Application Development, Game Design, AI Integrations, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Infraestructura de IA: tipos de implementación

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure As A Service (IaaS), Kubernetes, Model Deployment, Cloud Computing Architecture, Cloud-Native Computing, Containerization, Network Performance Management, Distributed Computing, Model Training, Performance Tuning, Model Optimization, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Advanced Email Marketing Techniques

    Skills you'll gain: Email Marketing, Email Automation, General Data Protection Regulation (GDPR), A/B Testing, Copywriting, Marketing Automation, Campaign Management, Gmail, Compliance Auditing, Data-Driven Marketing, Content Optimization, Regulation and Legal Compliance, Target Audience, Auditing, Compliance Management, Customer Relationship Management (CRM) Software, Marketing Strategy and Techniques, Marketing Planning, Market Analysis, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate Workflows in MailChimp

    Skills you'll gain: Email Automation, Marketing Automation, Email Marketing, Campaign Management, Data-Driven Marketing, Workflow Management, Business Process Automation, Automation, Performance Measurement, Driving engagement, Performance Analysis, Process Improvement and Optimization, Customer Engagement

    Beginner · Course · 1 - 4 Weeks

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    Chris Croft Training

    Cost Reduction: Cut Costs and Maximise Profits

    Skills you'll gain: Cost Reduction, Cost Control, Operational Efficiency, Operating Cost, Customer Analysis, Cost Accounting, Cost Benefit Analysis, Expense Management, Cost Estimation, Gross Profit, Operating Expense, Profit and Loss (P&L) Management, Cost Management, Process Optimization, Marketing Budgets, Management Accounting, Lean Methodologies, Capacity Management, Organizational Effectiveness, Leadership

    Mixed · Course · 1 - 4 Weeks

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

  • Data Processing, Machine Learning, and Model Evaluation: John Wiley & Sons
  • Prompt Architecture and NLP on Amazon Bedrock: Pragmatic AI Labs
  • Build & Evaluate Decision Trees for ML: Coursera
  • Advanced Environment Creation and Urban Development: Packt
  • Optimizing Salesforce Solutions on Vlocity OmniStudio: Packt
  • AI Infrastructure:AI Hypercomputer 简介: Google Cloud
  • Infraestructura de IA: introducción a AI Hypercomputer: Google Cloud
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Infraestructura de IA: tipos de implementación: Google Cloud
  • Advanced Email Marketing Techniques: 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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