BERT NLP Tutorial 2 - IMDB Movies Sentiment Analysis using BERT & TensorFlow 2 | NLP BERT Tutorial

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In this video, we will use the IMDB movie reviews dataset, where based on the given review we have to classify the sentiment of that particular review whether it is positive or negative. This is a perfect example of sentiment analysis using BERT for kaggle data.
We are doing sentiment analysis using BERT but you can also try my other videos where I have done sentiment analysis using TensorFlow.

#BERT #SentimentAnalysis #BERT_IMDB
🔊 Watch till last for a detailed description
02:23 What is BERT?
08:01 What is ktrain?
12:22 Notebook setup
29:28 Model Building and Training
44:04 Model Testing
46:20 Saving model

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I was unable to find any simple tutorial using bert model. This video ended my search. Thank you so much for this amazing tutorial.

manishv

I watched most of your NLP videos and I love the way they are arranged and explained. Amazing Content . Keep up the good work . Thanks :)

nishantjadhav

Thank you so much for this basic tutorial. Nowhere to find!

roshni

Excellent, why fine tuning is essential. For a normal NLP task, pretrained Model on Large corpus is sufficient. Please elaborate.

asheeshmathur

I want to buy your course, but I am thinking a question, why dont you use GCP to deploy the model ?? People usually said GCP is cheaper than AWS ! ! !

KyouKo-xg

HI sir,
I am getting an error while running train-test split
error is : TypeError: normalize() argument 2 must be str, not int

palakjain

KGP Talkie. I am the biggest fan of the channel and have been following his channel ever since. I would request him to upload the Open AI's GPT and Transformers as well.
Also the NLP playlist has many duplicate videos in the playlist.

teetanrobotics

Sir import ktrain is giving an error..

krishnakumarprathipati

can i use bert for twitter sentiment analysis?

خلیلشاھ-شع

Can you please post the link to your "bert" file that you save at 47:00 minutes?

pranavbapat

Hi brother as I saved Bert model but now I don't know how to unload the model can you please help me?? How to unload the saved model.

shawnwatson

Sir can we say that it is fine tuned Bert model on IMDb for sentiment analysis.? Thank you so much for this video...🙏🏻🙏🏻

khushbootaneja

Hi, How can use BERT to word embedding model?

maryamaziz

TypeError: texts_from_df() got an unexpected keyword argument 'label_column'

Need help

....

aishwaryawalkar

Can you please share this notebook file ?

forlearning

Awesome video. Can you pls teach NER with Bert model in pure tensorflow or with hugging face transformers?

madhuful

Hi, great video
But I'm having a problem with the label columns
The error says : dataframe is missing label columns.

Can any one please help

ahmedbabiker

Thanks for nice teaching. I would like to request you if you could make a video for Hate-Speech detection from Social media using BERT.

md.khademulaminsohel

Great training thanks for sharing, kindly explain about the learning rate which I try to run in but it shows the error

gokulrajk.

Highly awaited tutorial and helpful learning content. Can you do some works on fine-tuning approaches like NER, chatbot or others

venkatesanr

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