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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

    Machine Learning in the Enterprise - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Training, Workflow Management, Model Deployment, Data Governance, Model Optimization, AI Workflows, Data Management, Data Store, Applied Machine Learning, Predictive Modeling, Metadata Management, Machine Learning, Model Evaluation, AI Orchestration

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Campaign Planning, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Marketing Effectiveness, Promotions and Campaigns, Marketing Strategies, Project Management Life Cycle, Performance Metric, Marketing Planning, Data Presentation, Storytelling, Data-Driven Decision-Making, Project Closure, Plan Execution, Continuous Monitoring, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Create and Master 3D Assets in Blender from Scratch

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Data Import/Export, Model Optimization, Graphical Tools, Editing, User Interface (UI), File Management

    Beginner · Course · 1 - 3 Months

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    Pragmatic AI Labs

    Advanced Fine-Tuning in Rust

    Skills you'll gain: Fine-tuning, Hugging Face, Model Training, Large Language Modeling, Transfer Learning, Rust (Programming Language), Data Validation, Model Optimization, Model Deployment, Generative AI, Verification And Validation, System Requirements, Model Evaluation, Generative Model Architectures, Hardware Architecture, Data Quality, Data Compilation

    Advanced · Course · 1 - 4 Weeks

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    KodeKloud

    ML Model Development and Tracking: Hands-on Guide

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Model Optimization, Test Data, Model Evaluation, Data Synthesis, Development Environment, Claims Processing, Application Deployment, Record Keeping, Computer Hardware

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Essential Guide to LLMOps

    Skills you'll gain: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Model Training, Responsible AI, Model Optimization, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Monitoring, Artificial Intelligence, Data Collection

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    AI Infrastructure: Deployment Types

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Cloud Deployment, Infrastructure As A Service (IaaS), Model Deployment, Application Deployment, Network Performance Management, Model Optimization, Cloud Engineering, Containerization, Performance Tuning, Network Planning And Design, Distributed Computing, System Configuration, Computer Hardware

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender 4 - Geometry Nodes for Beginners

    Skills you'll gain: 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Model Optimization, User Interface (UI)

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Employing Best Practices for Improving the Usability of LookML Projects

    Skills you'll gain: Looker (Software), Maintainability, Usability Testing, Model Optimization, Data Visualization, Data Analysis

    Intermediate · Project · Less Than 2 Hours

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    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Operational Databases, Query Languages, Data Maintenance, Database Architecture and Administration, Database Management Systems, Event Monitoring, Memory Management

    Advanced · Course · 1 - 3 Months

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    Packt

    Continuous Integration Mastery with Jenkins

    Skills you'll gain: Jenkins, CI/CD, Docker (Software), Continuous Delivery, Containerization, Git (Version Control System), Code Review

    Intermediate · Course · 1 - 3 Months

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    Packt

    Java 21 - Exploring the Latest Innovations for 2024

    Skills you'll gain: Java Programming, Development Environment, Java, Integrated Development Environments, Key Management, Software Development Tools, Cryptographic Protocols, Encryption, Cryptography, Performance Tuning, Memory Management, Scalability, Software Installation

    Intermediate · Course · 1 - 3 Months

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

  • Machine Learning in the Enterprise - Português Brasileiro: Google Cloud
  • Run Campaign Cycles: Coursera
  • Create and Master 3D Assets in Blender from Scratch: EDUCBA
  • Advanced Fine-Tuning in Rust: Pragmatic AI Labs
  • ML Model Development and Tracking: Hands-on Guide: KodeKloud
  • Essential Guide to LLMOps: Packt
  • AI Infrastructure: Deployment Types: Google Cloud
  • Blender 4 - Geometry Nodes for Beginners: Packt
  • Employing Best Practices for Improving the Usability of LookML Projects: Google Cloud
  • Advanced Oracle Monitoring and Tuning Techniques: 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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