Topic Modelling from Scratch using Python and Apache Spark
#machinelearning #nlp #apachespark
Topic Modeling is a technique to extract the hidden topics from large volumes of text. In this video we will walk through end to end process of creating an Topic model from scratch. We will cover topics relating to
Text Data Cleaning
Data Analysis
NLP Pipeline – Custom Stopwords, Stemming, RegexTokenizer, TF-IDF
LDA Algorithm
Interpreting LDA topics
We will also talk on real world topic model use cases. Be it customer care text analysis or social media post topic determination
Видео Topic Modelling from Scratch using Python and Apache Spark канала AIEngineering
Topic Modeling is a technique to extract the hidden topics from large volumes of text. In this video we will walk through end to end process of creating an Topic model from scratch. We will cover topics relating to
Text Data Cleaning
Data Analysis
NLP Pipeline – Custom Stopwords, Stemming, RegexTokenizer, TF-IDF
LDA Algorithm
Interpreting LDA topics
We will also talk on real world topic model use cases. Be it customer care text analysis or social media post topic determination
Видео Topic Modelling from Scratch using Python and Apache Spark канала AIEngineering
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