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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


  • G

    Google Cloud

    Analyze BigQuery Usage with Log Analytics

    Skills you'll gain: Data Visualization, Google Cloud Platform, SQL, Analytics, Analysis, Data Warehousing

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Small Data, Autoencoders, Model Training, Model Optimization, Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Simulation and Simulation Software, Computer Vision, Simulations, 3D Assets, 3D Modeling

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Model Optimization, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Deployment, MLOps, and Generative AI in Azure

    Skills you'll gain: Model Optimization, Generative Model Architectures, Model Deployment, Azure DevOps Pipelines, Large Language Modeling, Model Training, Cloud Deployment, CI/CD, Fine-tuning

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Become A Bestseller On Amazon As An Independent Author

    Skills you'll gain: Copywriting, Market Opportunities, Product Promotion, Promotional Strategies, Advertising, Search Engine Optimization, Online Advertising, Marketing, Podcasting, Content Creation, Keyword Research, Brand Awareness, Digital Publishing, Target Market, Brand Strategy, Branding

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Building Vision and NLP Workflows with TensorFlow pipelines

    Skills you'll gain: Model Evaluation, Image Analysis, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), AI Workflows, Model Training, Embeddings, Deep Learning, Large Language Modeling, Natural Language Processing, Model Deployment, Model Optimization, Data Pipelines, Risk Modeling, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Blender to Unreal Engine 5 – Fantasy River Diorama Scene

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Computer Graphics, Virtual Environment, Computer Graphic Techniques, Animation and Game Design, User Interface (UI), Model Optimization, Video Game Development, Image Quality, Performance Tuning, Data Import/Export, Fine-tuning, Game Design, Graphic and Visual Design, Simulations

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning & Modern AI Architectures

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Model Optimization, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Fine-tuning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Image Analysis, Model Training, Machine Learning Methods, Applied Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    I

    Instituto Tecnológico de Aeronáutica

    Introdução à Mobilidade Aérea Urbana

    Skills you'll gain: Transportation Operations, Traffic Flow Optimization, Aerospace Basic Quality System Standards, Concept Of Operations, Sustainable Systems, Environmental Regulations, Electric Power Systems, Emerging Technologies, Infrastructure Architecture, Environmental Issue, Law, Regulation, and Compliance, Social Impact, Innovation, Technical Standard, Regulation and Legal Compliance

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    زيادة عدد المتابعين عبر البحث عن الكلمات الرئيسية والهاشتاغ

    Skills you'll gain: Social Media Management, Social Media Content, Content Performance Analysis, Instagram, Social Media, Social Media Marketing, Content Optimization, Growth Strategies, Social Media Analytics, Social Media Strategy, Keyword Research, Drive Engagement, User Accounts

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    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

1…189190191…209

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

  • Analyze BigQuery Usage with Log Analytics: Google Cloud
  • Machine Learning with Small Data Part 2: Northeastern University
  • Attention Mechanism - Français: Google Cloud
  • Transformers and NLP: Fine-Tuning Models with Hugging Face: Board Infinity
  • Advanced Deployment, MLOps, and Generative AI in Azure: Packt
  • Become A Bestseller On Amazon As An Independent Author: Alex Genadinik
  • Building Vision and NLP Workflows with TensorFlow pipelines: Coursera
  • Blender to Unreal Engine 5 – Fantasy River Diorama Scene: Packt
  • Deep Learning & Modern AI Architectures: Packt
  • Introdução à Mobilidade Aérea Urbana: Instituto Tecnológico de Aeronáutica

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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