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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
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

  • P

    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Pandas (Python Package), Machine Learning Methods, Data Science, Artificial Intelligence, Model Optimization, Data Preprocessing, Model Training, Machine Learning, Network Model, Data Manipulation, Model Evaluation

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Achieving Excellence in GCP Architecting

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Solutions, Solution Architecture, Cloud Infrastructure, Cloud Security, Cloud Computing, Security Controls, Infrastructure Architecture, Cloud Services, Scalability, Performance Tuning, System Monitoring, Operational Excellence

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Alex Genadinik

    How To Start An Ecommerce Business: Amazon, Ads & SEO

    Skills you'll gain: Advertising, Google Ads, Paid media, Advertising Campaigns, Pay Per Click Advertising, Performance marketing, Content Optimization, Product Promotion, Marketing, Selling Techniques, Conversion Funnel Analysis, Digital Marketing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Fine-tuning, Model Optimization, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms, Network Architecture, Data Processing

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Advanced SPFx & Power Platform: SharePoint Mastery

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Microsoft 365, Microsoft Development Tools, Data Integration, Digital Transformation, React.js, Frontend Performance, Business Process Automation, Web Components, Data Access, Performance Tuning, Automation, Process Optimization, Application Programming Interface (API), Restful API, Data Transformation, Integration Testing, UI Components, Development Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

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

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Website Development Mastery

    Skills you'll gain: Web Analytics and SEO, Web Design, Web Analytics, Supplier Management, Web Design and Development, E-Commerce, Content Management Systems, WordPress, Search Engine Optimization, No-Code Development, Blogs, Supply Chain, Retail Management, Supplier Relationship Management, Order Management, Order Fulfillment, Web Content, Web Development, Web Frameworks, Web Development Tools

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    ZBrush Basics: Sculpt, Render & Finalize 3D Models

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Optimizing and Deploying Computer Vision Models

    Skills you'll gain: Model Evaluation, Model Training, Image Analysis, Model Optimization, Computer Vision, Model Deployment, Image Quality, MLOps (Machine Learning Operations), Data Analysis, Deep Learning, Exploratory Data Analysis, Failure Analysis, Data Preprocessing, Workflow Management, AI Workflows, Data Transformation, Experimentation, Performance Analysis, Data Manipulation, Performance Metric

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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

  • Transformers Unleashed: Master the Architecture of Modern AI: Coursera
  • Deep Learning - Crash Course 2023: Packt
  • Achieving Excellence in GCP Architecting: LearnKartS
  • How To Start An Ecommerce Business: Amazon, Ads & SEO: Alex Genadinik
  • Deep Learning with TensorFlow: Build Neural Networks: EDUCBA
  • Advanced SPFx & Power Platform: SharePoint Mastery: Coursera
  • Fine-tuning Text Models with PEFT: Coursera
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Website Development Mastery: LearnKartS
  • ZBrush Basics: Sculpt, Render & Finalize 3D Models: EDUCBA

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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