What is topic modeling?

Topic modeling is a type of statistical modeling for discovering the abstract "topics" that occur in a collection of documents. It is frequently used for text mining, information retrieval, and natural language processing to uncover hidden thematic structures in large text datasets.

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What other technologies are related to topic modeling?

topic modeling Competitor Technologies

text classification

Text classification is a broad category of machine learning tasks that includes topic modeling. Other text classification techniques might be used instead of topic modeling for some applications.

classification

Classification is a broad category that encompasses topic modeling; other classification approaches might be used instead of topic modeling for particular needs.

Clustering

Clustering, like topic modeling, is an unsupervised learning technique for grouping similar data points. Other clustering algorithms, such as k-means, can be used as alternatives to topic modeling to discover underlying groupings within the data.

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topic modeling Complementary Technologies

NLP

Natural Language Processing is the field that encompasses topic modeling. Topic modeling uses NLP techniques.

neural networks

Neural networks, particularly deep learning models, can be used as components within topic modeling pipelines (e.g., for feature extraction or document embedding) or as an alternative approach to topic modeling, such as with neural topic models.

SVM

Support Vector Machines can be used in conjunction with topic modeling. For example, topic modeling can be used for feature extraction, and SVMs can then be used for classifying documents based on the extracted topic distributions.

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Which job functions commonly mention topic modeling?

Data Scientist

0.1% of all Data Scientist jobs mention topic modeling

View 264 jobs on Sumble

Machine Learning

0.1% of all Machine Learning jobs mention topic modeling

View 54 jobs on Sumble

AI Engineer

0.1% of all AI Engineer jobs mention topic modeling

View 43 jobs on Sumble

Bioinformatics

0.1% of all Bioinformatics jobs mention topic modeling

View 5 jobs on Sumble

Data, Analytics & Machine Learning

381 Data, Analytics & Machine Learning jobs mention topic modeling

View 381 jobs on Sumble

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Which organizations are mentioning topic modeling?

Citi

Finance and Insurance

6 team
mention topic modeling

↗

8 people
use topic modeling

↗

Wells Fargo

Finance and Insurance

5 team
mention topic modeling

↗

6 people
use topic modeling

↗

Gartner

Professional Services

5 team
mention topic modeling

↗

3 people
use topic modeling

↗

Snowflake

Scientific and Technical Services

4 team
mention topic modeling

↗

2 people
use topic modeling

↗

JPMorgan Chase

Finance and Insurance

3 team
mention topic modeling

↗

13 people
use topic modeling

↗

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**topic modeling**

What is topic modeling?

What other technologies are related to topic modeling?

topic modeling Competitor Technologies

topic modeling Complementary Technologies

Which job functions commonly mention topic modeling?

Which organizations are mentioning topic modeling?

Find the right accounts, contact, message, and time to sell

topic modeling