Build Text Classification Model Using Sentence Embedding | Sentence Transformers | NLP | Python Code

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This is a beginner-friendly, hands-on NLP video. Build Text Classification Model using Sentence Embedding or Sentence Transformers.

Learn how to use Embedding for text classification.

NLP Beginner to Advanced Playlist:

I am a Freelance Data Scientist working on Natural Language Processing (NLP) and building end-to-end NLP applications.

I have over 7 years of experience in the industry, including as a Lead Data Scientist at Oracle, where I worked on NLP and MLOps.

I Share Practical hands-on tutorials on NLP and Bite-sized information and knowledge related to Artificial Intelligence.

#sentencetransformers #sentenceembedding #embedding #nlp #machinelearning #artificialintelligence #datascience#bert #transformers #handson
  1. Pradip Nichite
  2. sentence embedding
  3. sentence embeddings
  4. sentence transformer
  5. word and sentence embeddings
  6. word embeddings
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FutureSmartAI
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Exactly what i was looking for... Thanks alot bro

enlightenthyself
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Very useful and nicely explained. Keep sharing such invaluable resources 🙂

DrAnoop-piru
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Please complete this playlist very informative videos thanks

piyushpathak
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Great job Pradip. So you have covered tfidf, count vector, word2vec & sentence transformers. Can you also cover elmo, glove & other word embeddings on same dataset? Thanks.

madhuful
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Also, can you tell me if it fine to start with your conversation AI playlist? is it independent playlist or has any pre requisites?

madhuful
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Is there a shotcut to pick out the one or two quickly from the 124 models, if no time to try one by one?

duetplay
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Hi Pradip, After having gone through the 3 videos of NLP beginners can I directly move to the other playlist "NLP beginner to advanced" ?

madhuful
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How does google accurately highlight the relevant content according to the user's input in google search? If it's not their own trick, how we can do it with our own domain datasets? Thx

duetplay
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Hi! Thanks for your video! But I need some help, please? I want to do an app which i need to classify a document or email where i need to guess what document or email is about with deep learning and I cannot find any thing on internet about it. Can u help me?

jose
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I am using a subset of this dataset. using "comment_text" and "toxic" columns.

FutureSmartAI
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thank you how we improve word2vec performance

gammetube
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Hi Pradip, you are doing a great job, for the raw dataset how can we classfiy data w.r.t categories, like mro or computer equipment or some other categories, can you share your mail id or number so that we can discuss

dayaramd