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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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    Google Cloud

    AI Infrastructure: Cloud GPU

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

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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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

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Houdini Destruction: Build, Fracture & Simulate

    Skills you'll gain: 3D Assets, Post-Production, 3D Modeling, Animation and Game Design, Simulations, Computer Graphic Techniques, Animations, Computer Graphics, Model Optimization, Debugging

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Optimization, Google Cloud Platform, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Plan and Score Content

    Skills you'll gain: Content Performance Analysis, Content Marketing, Content Strategy, Content Optimization, Data-Driven Marketing, Content Development and Management, Marketing Effectiveness, Content Scheduling, Strategic Prioritization, Business Priorities, Target Audience, Marketing Planning, Content Creation, Prioritization, Persona Development, Performance Measurement, Data-Driven Decision-Making, Content Management, Target Market, Web Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Scaling, Access Control, and Exam preparation with Vault

    Skills you'll gain: Identity and Access Management, Scalability, Security Controls, Authorization (Computing), Authentications, Data Access, Cyber Security Policies, Role-Based Access Control (RBAC), Performance Tuning, Data Governance, Token Optimization, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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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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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Machine Learning Methods, Decision Tree Learning, Machine Learning Algorithms, Classification Algorithms, Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Status: Free Trial
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    Coursera

    Automate AI Summaries

    Skills you'll gain: Project Management Software, Return On Investment, Business Process Automation, Business Metrics, Slack (Software), Workflow Management, Automation, AI Integrations, Performance Metric, AI Workflows, Process Improvement and Optimization, Business Reporting, Concision

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Preparing for Your Cloud Architect Journey - Português

    Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Google Cloud Platform, Cloud Solutions, Cloud Computing, Process Analysis, Business Systems Analysis, Cloud Platforms, Solution Architecture, Cloud Standards, System Configuration, Process Optimization, IT Infrastructure, Cloud Security, Infrastructure Architecture, Case Studies, Cloud Management, System Implementation, Configuration Management, Key Performance Indicators (KPIs)

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
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    Simplilearn

    Controlling and Sustaining Improvement Training

    Skills you'll gain: Kanban Principles, Lean Six Sigma, Project Closure, Six Sigma Methodology, Return On Investment, Lean Manufacturing, Process Improvement, Lean Methodologies, Quality Improvement, Business Metrics, Process Improvement and Optimization, Continuous Improvement Process, Statistical Process Controls, Workflow Management, Risk Control, Financial Analysis, Project Controls, Contingency Planning, Operational Analysis, Visual Design

    Beginner · Course · 1 - 4 Weeks

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

  • AI Infrastructure: Cloud GPU: Google Cloud
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • AI Infrastructure:AI Hypercomputer 简介: Google Cloud
  • Houdini Destruction: Build, Fracture & Simulate: EDUCBA
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Plan and Score Content: Coursera
  • Scaling, Access Control, and Exam preparation with Vault: Packt
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Automate AI Summaries: 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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