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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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    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

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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

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    Packt

    Finalizing, Rendering, and Presenting Your Victorian Scene

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Technical Design, Model Optimization, Art History, Image Quality, Aesthetics

    Intermediate · Course · 3 - 6 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

    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

    Intro to Context Caching with the Gemini API

    Skills you'll gain: Gemini, Google Gemini, Context Management, Google Cloud Platform, Token Optimization, Cloud API, Data Access, Generative AI

    Intermediate · Project · Less Than 2 Hours

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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

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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, Automation, Performance Measurement, Driving engagement, Performance Analysis, Process Improvement and Optimization, Customer Engagement

    Beginner · Course · 1 - 4 Weeks

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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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    Birla Institute of Technology & Science, Pilani

    Multicore and GPGPU Programming

    Skills you'll gain: Microarchitecture, Program Development, Distributed Computing, Performance Testing, Algorithms, Memory Management, C (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

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

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

    Intermediate · Course · 1 - 4 Weeks

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

  • Logistic Regression with R: Build & Predict: EDUCBA
  • ML Pipelines on Google Cloud - Português: Google Cloud
  • Finalizing, Rendering, and Presenting Your Victorian Scene: Packt
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Intro to Context Caching with the Gemini API: Google Cloud
  • Automate AI Summaries: Coursera
  • Preparing for Your Cloud Architect Journey - Português: Google Cloud
  • Automate Workflows in MailChimp : Coursera
  • Nail Regression & Classification: Coursera

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
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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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