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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

    KI-Infrastruktur: Cloud-GPUs

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, System Requirements, Hardware Architecture, Cloud Deployment, Model Optimization, Model Training, Computer Architecture, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    ML Pipelines on Google Cloud - Português

    Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Data Pipelines, Model Deployment, Tensorflow, Continuous Deployment, AI Workflows, Metadata Management, Model Training, Model Optimization, AI Orchestration, Data Preprocessing, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Unity: Design Voxel Environments with Marching Squares

    Skills you'll gain: Unity Engine, Video Game Development, Virtual Environment, Computer Graphics, Performance Tuning, Visualization (Computer Graphics), Software Visualization, Model Optimization, Computer Graphic Techniques, Code Reusability, Maintainability, C# (Programming Language), Computational Logic

    Mixed · Course · 1 - 3 Months

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    Status: Free Trial
    Free Trial
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    Coursera

    Optimize Deep Learning: Stabilize and Diagnose Models

    Skills you'll gain: Model Optimization, Model Training, Budgeting, Keras (Neural Network Library), Data Preprocessing, Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Free Trial
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    Packt

    Tower Defense Game Development – Unity 6 & Blender

    Skills you'll gain: Animations, Program Development, User Interface (UI) Design, Game Design, Computer Graphic Techniques, Model Optimization, Data Import/Export, Image Quality, Graphical Tools, Artificial Intelligence

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Free Trial
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    Edureka

    Salesforce Agentforce: Multi-Agent Systems & Exam Prep

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Workflows, AI Orchestration, Salesforce, Agentic Workflows, Generative AI Agents, AI Integrations, Agentic systems, Responsible AI, Artificial Intelligence, Coordinating, AI Security, Coordination, Software Testing, Performance Testing, Enterprise Architecture, Customer Relationship Management (CRM) Software, Model Evaluation, Application Lifecycle Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    EDUCBA

    Logistic Regression with R: Build & Predict

    Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, Model Training, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Regression Analysis, Predictive Analytics, Machine Learning Methods, Supervised Learning, Credit Risk, Performance Metric, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    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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    Coursera

    Analyze AI SEO Data for Impact

    Skills you'll gain: Data-Driven Marketing, Web Analytics and SEO, Data Storytelling, Driving engagement, Statistical Methods, Statistical Analysis, Technical Communication, Performance Reporting

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Performance Measurement, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation, Performance Management, Data Storage

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning in the Enterprise - 日本語版

    Skills you'll gain: Data Management, Data Governance, Metadata Management, Model Deployment, MLOps (Machine Learning Operations), Model Training, Model Optimization, Model Evaluation, AI Workflows, Forecasting, Google Cloud Platform, Enterprise Modeling, Workflow Management, Data Preprocessing, Machine Learning Methods, Data Pipelines, Predictive Analytics, Predictive Modeling, Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: New
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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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In summary, here are 10 of our most popular optimization courses

  • KI-Infrastruktur: Cloud-GPUs: Google Cloud
  • ML Pipelines on Google Cloud - Português: Google Cloud
  • Unity: Design Voxel Environments with Marching Squares: EDUCBA
  • Optimize Deep Learning: Stabilize and Diagnose Models: Coursera
  • Tower Defense Game Development – Unity 6 & Blender: Packt
  • Salesforce Agentforce: Multi-Agent Systems & Exam Prep: Edureka
  • Logistic Regression with R: Build & Predict: EDUCBA
  • Advanced Environment Creation and Urban Development: Packt
  • Analyze AI SEO Data for Impact: Coursera
  • Microsoft Power BI Performance Best Practices: Packt

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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