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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: Free Trial
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    EDUCBA

    ZBrush DynaMesh: Apply, Design & Customize Brushes

    Skills you'll gain: 3D Assets, 3D Modeling, Data Import/Export, Graphics Software, File Management, Computer Graphics, Model Optimization

    Mixed · Course · 1 - 3 Months

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    Alex Genadinik

    Yelp Marketing: Organic Yelp Ranking & Ads For Local Search

    Skills you'll gain: Growth Strategies, Advertising Campaigns, Marketing Strategies, Search Engine Marketing, Advertising, Marketing, Content Optimization, Digital Advertising, Lead Generation, Web Presence

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · 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

    Blender to Unreal Engine 5 — 3D Props - Medieval Gallows

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Visualization (Computer Graphics), Video Game Development, Image Quality, Model Optimization, Data Import/Export

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
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    Coursera

    Calibrate and Serve Confident AI Predictions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Finalizing the Windmill and Integrating with Unreal Engine 5

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animations, Animation and Game Design, Video Game Development, Model Optimization, Data Import/Export

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Finalizing the Factory Model & Animating the Scene

    Skills you'll gain: Model Optimization, Cinematography, Post-Production, Computer Graphic Techniques, Virtual Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Google Cloud

    Production Machine Learning Systems - Français

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Machine Learning Methods, Model Evaluation, Systems Architecture, Model Optimization, Applied Machine Learning, Data Validation, Distributed Computing, Performance Tuning, Data Pipelines, Scalability, Hybrid Cloud Computing, Dependency Analysis

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Model Data in Weaviate

    Skills you'll gain: Quantitative Research, Model Optimization, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

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

  • ZBrush DynaMesh: Apply, Design & Customize Brushes: EDUCBA
  • Yelp Marketing: Organic Yelp Ranking & Ads For Local Search: Alex Genadinik
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Nail Regression & Classification: Coursera
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Blender to Unreal Engine 5 — 3D Props - Medieval Gallows: Packt
  • Calibrate and Serve Confident AI Predictions: Coursera
  • Finalizing the Windmill and Integrating with Unreal Engine 5: Packt
  • Finalizing the Factory Model & Animating the Scene: Packt
  • Production Machine Learning Systems - Français: Google Cloud

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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