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unsupervised learning

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**unsupervised learning**

What is unsupervised learning?

Unsupervised learning is a type of machine learning that learns from unlabeled data. By exploring the input data without being given an explicit output variable, unsupervised learning algorithms can identify patterns, structures, and relationships within the data. Common uses include clustering data points into groups, reducing the dimensionality of data, and anomaly detection.

Find 381 organizations using unsupervised learning on Sumble →

What other technologies are related to unsupervised learning?

unsupervised learning Competitor Technologies

supervised learning
Supervised learning is a different machine learning paradigm that uses labeled data to train models, whereas unsupervised learning uses unlabeled data. These are mutually exclusive approaches.
reinforcement learning
Reinforcement learning is another distinct machine learning paradigm focused on training agents to make decisions in an environment to maximize a reward. This is different from unsupervised learning which focuses on finding patterns in unlabeled data.
Number of organizations that mention technology
381
unsupervised learning
249
supervised learning
2,379
reinforcement learning
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unsupervised learning Complementary Technologies

deep learning
Deep learning, a subset of machine learning using neural networks with multiple layers, can be used within unsupervised learning to create more complex models. Deep unsupervised learning models like autoencoders are an example.
neural networks
Neural networks are a model architecture that can be applied in unsupervised learning, particularly in deep learning approaches like autoencoders and GANs.
Clustering
Clustering is a specific type of unsupervised learning algorithm used to group data points into clusters based on similarity.
Number of organizations that mention technology
381
unsupervised learning
11,002
deep learning
2,931
neural networks
3,069
Clustering
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Which job functions commonly mention unsupervised learning?

Applied Scientist
0.3% of all Applied Scientist jobs mention unsupervised learning
View 39 jobs on Sumble
Data Scientist
0.1% of all Data Scientist jobs mention unsupervised learning
View 305 jobs on Sumble
AI Engineer
0.1% of all AI Engineer jobs mention unsupervised learning
View 95 jobs on Sumble
Machine Learning
0.1% of all Machine Learning jobs mention unsupervised learning
View 107 jobs on Sumble
Data, Analytics & Machine Learning
542 Data, Analytics & Machine Learning jobs mention unsupervised learning
View 542 jobs on Sumble
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Which organizations are mentioning unsupervised learning?

unsupervised learning
Sanofi
Manufacturing 
12 team
mention unsupervised learning
↗
 5 people
use unsupervised learning
↗
unsupervised learning
Agriculture and Agri-Food Canada
Agriculture, Forestry, Fishing and Hunting 
10 team
mention unsupervised learning
↗
 2 people
use unsupervised learning
↗
unsupervised learning
Dell Technologies
Scientific and Technical Services 
9 team
mention unsupervised learning
↗
 23 people
use unsupervised learning
↗
unsupervised learning
Sopra Steria
Professional Services 
9 team
mention unsupervised learning
↗
 5 people
use unsupervised learning
↗
unsupervised learning
Amazon
Retail Trade 
8 team
mention unsupervised learning
↗
 221 people
use unsupervised learning
↗
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