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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

    Infraestructura de IA: introducción a AI Hypercomputer

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

    Intermediate · Course · 1 - 4 Weeks

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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

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    Google Cloud

    AI Infrastructure:Cloud TPU

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure Architecture, Model Optimization, Model Training, Interoperability, Hardware Architecture, Computer Architecture

    Intermediate · 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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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Mixed · Course · 1 - 4 Weeks

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    Packt

    3D Modeling for Inventory & Asset Creation in Blender

    Skills you'll gain: 3D Assets, 3D Modeling, Unity Engine, Video Game Development, Animation and Game Design, Computer Graphic Techniques, Model Optimization, Graphics Software, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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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

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版

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

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Analytics with SAS: Build & Deploy Models

    Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks

    Mixed · Course · 1 - 3 Months

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    The Expert Academy

    Advanced B2B Sales For Enterprise Deals

    Skills you'll gain: Enterprise Sales, B2B Sales, Sales, Selling Techniques, Value Propositions, Social Media Marketing, Social Media, Customer Engagement, Social Media Strategy, LinkedIn, Return On Investment, Business Analysis, Content Marketing, Content Strategy, Professional Networking, Brand Strategy, Relationship Building, Digital Marketing, Content Creation, Data Analysis

    Intermediate · 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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    Packt

    Procedural Maze Building - Unity 6 and Blender Compatible

    Skills you'll gain: 3D Modeling, Integration Testing, Computer Graphic Techniques, Programming Principles, Code Reusability, Data Import/Export, Visualization (Computer Graphics), Maintainability, Model Optimization

    Intermediate · Specialization · 1 - 3 Months

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

  • Infraestructura de IA: introducción a AI Hypercomputer: Google Cloud
  • Microsoft Power BI Performance Best Practices: Packt
  • AI Infrastructure:Cloud TPU: Google Cloud
  • Cost Reduction: Cut Costs and Maximise Profits: Chris Croft Training
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • 3D Modeling for Inventory & Asset Creation in Blender: Packt
  • Build & Evaluate Decision Trees for ML: Coursera
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版: Google Cloud
  • Predictive Analytics with SAS: Build & Deploy Models: EDUCBA
  • Advanced B2B Sales For Enterprise Deals: The Expert Academy

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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