Artificial neural networks

Competitive learning

Competitive learning is a form of unsupervised learning in artificial neural networks, in which nodes compete for the right to respond to a subset of the input data. A variant of Hebbian learning, competitive learning works by increasing the specialization of each node in the network. It is well suited to finding clusters within data. Models and algorithms based on the principle of competitive learning include vector quantization and self-organizing maps (Kohonen maps). (Wikipedia).

Competitive learning
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Competitive Learning - Unsupervised Learning and Clustering

This video is about Competitive Learning - Unsupervised Learning and Clustering

From playlist Machine Learning

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Machine Learning

If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.

From playlist Machine Learning

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The Explainer: Finding Your Company's Core Competencies

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From playlist The Explainer

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What Is Deep Learning?

Deep learning is a machine learning technique that learns features and tasks directly from data. This data can include images, text, or sound. The video uses an example image recognition problem to illustrate how deep learning algorithms learn to classify input images into appropriate ca

From playlist Introduction to Deep Learning

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Assessment & Feedback that Foster Independent Learning

Approaches to assessment and feedback that foster independent learning. Here are some of my tips. Free ebook http://tinyurl.com/VectorsYT

From playlist What is "Teaching Excellence"?

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1.1 Machine Learning: an introduction

Deep Learning Course Purdue University Fall 2016

From playlist Deep-Learning-Course

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If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.

From playlist How To Be Creative

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Competitive Programming Tutorial | Competitive Programming For Beginners | Simplilearn

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From playlist C++ Tutorial Videos

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2 Million+ Data Scientists Learn, Compete, and Collaborate on AI Projects on Kaggle (Cloud Next '19)

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From playlist Talking Kaggle | Kaggle

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Opening Keynote | by CEO Anthony Goldbloom + Anna Montoya | Kaggle Days Paris

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From playlist Kaggle Days Paris Edition | by LogicAI + Kaggle

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Lessons Learned from the Kaggle Community | by Anthony Goldbloom CEO | Kaggle Days Warsaw

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From playlist Kaggle Days Warsaw Edition | by LogicAI + Kaggle

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Leveling-up Kaggle Competitions | Kaggle CTO Ben Hamner | Kaggle Days

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From playlist Kaggle Days | Tokyo Edition | by LogicAI + Kaggle

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From playlist O'Reilly Webcasts 2

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How to Win Kaggle Competitions | by Pavel Ostyakov | Kaggle Days Paris

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Inside the Kaggle Grandmaster Team at NVIDIA (Theo Viel) - KNN Ep. 141

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Painter by Numbers | by Kiri Nichol | Kaggle Days San Francisco

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From playlist Kaggle Days San Francisco Edition | by LogicAI + Kaggle

Related pages

Winner-take-all (computing) | Self-organizing map | Similarity measure | Neural gas | Ensemble learning | Cluster analysis