SENTIMENT ANALYSIS with HUGGING FACE TRANSFORMERS

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What is Hugging Face & How to Use Transformers | AI Framework | Data Science & NLP Tutorial with Python | Machine Learning & Deep Learning
Hi Guys, Welcome to Tirenadaz Academy 😀
This video walks you through getting started with Hugging Face.
01:03 Loading the dataset
03:33 Data visualization
06:08 Data Preprocessing
09:54 Modeling
16:20 Saving and sharing the model
07:06 Prediction
Happy learning 🚀
Hugging Face Tutorials: bit.ly/hugging-face-tutorials
Project repo: github.com/TirendazAcademy/Hu...
Notebook: github.com/TirendazAcademy/Hu...
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Thank you for watching. I hope you enjoy it.
Please don't forget to subscribe, like the video, and leave a comment.
Photos: https:freepik.com
#huggingface #ai #deeplearning #machinelearning

Опубликовано:

13 фев 2023

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Комментарии : 22

@TirendazAI Год назад

Hi guys 😀This video walks you through how to perform sentiment analysis with the Transformers library👍Don't forget to subscribe, like the video, and leave a comment ☺ Happy learning 🚀

@joely2k83 9 месяцев назад

superb learnings from you! thanks so much

@TirendazAI 9 месяцев назад

My pleasure!

@aiforeveryone Год назад

Amazing explaination

@TirendazAI 11 месяцев назад

You're welcome 🙂

@samrudhm4533 4 месяца назад

very nice video

@TirendazAI 4 месяца назад

Glad to hear that.

@jeemathemagic1947 8 месяцев назад

hey I need some help in a project involving sentiment analysis..is there a way to connect with you so that I can ask a few queries?

@TirendazAI 8 месяцев назад

Hey, you can use 👉 tirendazcontant@gmail.com to ask a question. You can use this link to work with me 👉 www.upwork.com/ab/flservices/workwith/elifev

@surajmahapatra5632 4 месяца назад

I am getting an error in training arguments after updating the accelerator

@TirendazAI 4 месяца назад

Could you write the error you get?

@TraveloguesByMeghdoot 12 дней назад

@@TirendazAI training_args = TrainingArguments This statement is giving error.

@mustafabozkaya3658 Год назад

Thanks. Can you share Notebook

@TirendazAI Год назад

You're welcome Here is the notebook link: github.com/TirendazAcademy/Hugging-Face-Tutorials/blob/main/Sentiment_Analysis_with_HuggingFace.ipynb

@dcdc6186 Год назад

@@TirendazAI thanks🎉

@rakeshkumarrout2629 9 месяцев назад

can you make a model which could preprocess the data automatically?

@TirendazAI 9 месяцев назад

You can preprocess the data with the AutoTokenizer class in Transformers.

@vibhashukla8221 9 месяцев назад

Why are you resetting this dataset

@TirendazAI 9 месяцев назад

To work with Dataset format. This is a datasets type. Transformers understands form this format.

@vibhashukla8221 9 месяцев назад

@@TirendazAIthanks for your quick response, there is another issue that I am encountering - def tokenize_function(batch): return tokenizer((batch["text"]), padding= True, truncation=True) gives an error - "text input must of type `str` (single example), `List[str]` (batch or single pretokenized example) " "or `List[List[str]]` (batch of pretokenized examples). def tokenize_function(batch): return tokenizer((batch["text"]).tolist(), padding= True, truncation=True) issue is fixed but the column names text and label are removed. I have only attention_mask and input_id in the tokenized dataset. Can you help?

@TirendazAI 9 месяцев назад

You're welcome. Coming to your problem, you can try to convert the type of the text column to str using the cast() method. I hope this works. @@vibhashukla8221

@vibhashukla8221 9 месяцев назад

thanks..issue resolved