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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: New
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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design and Build Advanced Android Apps with Kotlin

    Skills you'll gain: Android Studio, Android Development, Kotlin, Mobile Development, Relational Databases, PostgreSQL, Application Design, Database Design, Databases, User Interface (UI), User Interface (UI) Design, Frontend Performance

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced Hibernate Techniques

    Skills you'll gain: Hibernate (Java), Multi-Tenant Cloud Environments, Object-Relational Mapping, Spring Boot, Performance Tuning, Java, Data Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Image Classification with Keras: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Tensorflow, Applied Machine Learning, Data Preprocessing, Jupyter, Matplotlib, Visualization (Computer Graphics)

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Foundations of Modular Environment Design in Blender

    Skills you'll gain: 3D Modeling, Game Design, Video Game Development, Augmented and Virtual Reality (AR/VR), File Management, Functional Design, Design Elements And Principles

    Intermediate · Course · 3 - 6 Months

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    Packt

    Getting Started with Strapi and Content Types

    Skills you'll gain: Content Management Systems, Authentications, Authorization (Computing), Web Components, Content Management, TypeScript, Application Programming Interface (API), Web Analytics and SEO, Restful API, Web Applications, Role-Based Access Control (RBAC), Web Development Tools, Software Installation, Data Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Advanced Data Processing and Analytics with AWS

    Skills you'll gain: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Reactive Patterns with RxJS and Angular Signals

    Skills you'll gain: Angular, Application Design, Software Architecture, Software Design Patterns, Frontend Performance, JavaScript Frameworks, TypeScript, Scripting Languages, UI Components, Javascript, Application Performance Management, Data Sharing, Real Time Data

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Blender 4 - The Modular and Kitbash Environment Guide

    Skills you'll gain: 3D Modeling, Post-Production, Cinematography, Game Design, Video Game Development, Video Production, Augmented and Virtual Reality (AR/VR), File Management, Functional Design, Image Quality, Simulations, Aesthetics, Design Elements And Principles, Layout Design, Color Theory

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Board Infinity

    Advanced vSphere Management and Features

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, vSphere DRS & HA, Storage vMotion, Role-Based Access Control (RBAC), Virtual Local Area Network (VLAN), Virtual Machines, Performance Tuning, Network Switches, Security Controls, Network Troubleshooting, Infrastructure Security, Data Storage Technologies, Capacity Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Optimize Your Marketing Pipeline with AI

    Beginner · Course · 1 - 4 Weeks

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

  • Design & Secure LLM APIs for Scalability: Coursera
  • Benchmark & Optimize LLM App Performance: Coursera
  • Design and Build Advanced Android Apps with Kotlin: EDUCBA
  • Advanced Hibernate Techniques: Board Infinity
  • Image Classification with Keras: Build & Optimize: EDUCBA
  • Foundations of Modular Environment Design in Blender: Packt
  • Getting Started with Strapi and Content Types: Packt
  • Advanced Data Processing and Analytics with AWS: Packt
  • Reactive Patterns with RxJS and Angular Signals: Packt
  • Blender 4 - The Modular and Kitbash Environment Guide: 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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