Introducing a Hugging Face Tutorial on Regression
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Introducing a Hugging Face Tutorial on Regression
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While Hugging Face offers extensive tutorials on classification and NLP tasks, there is very little guidance on performing regression tasks with Transformers.
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While Hugging Face offers extensive tutorials on classification and NLP tasks, there is very little guidance on performing regression tasks with Transformers.
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In my latest article, I provide a step-by-step guide to running regression using Hugging Face, applying it to financial news data to predict stock returns. 
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In my latest article, I provide a step-by-step guide to running regression using Hugging Face, applying it to financial news data to predict stock returns. 
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In this tutorial, you will learn how to:
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In this tutorial, you will learn how to:
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-Prepare and preprocess textual and numerical data for regression
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-Prepare and preprocess textual and numerical data for regression
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-Configure a Transformer model for regression tasks
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-Configure a Transformer model for regression tasks
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-Apply the model to real-world financial datasets with fully reproducible code
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-Apply the model to real-world financial datasets with fully reproducible code
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Read the full article here: 
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Read the full article here: 
https://huggingface.co/blog/SelmaNajih001/how-to-run-a-regression-using-hugging-face
https://huggingface.co/blog/SelmaNajih001/how-to-run-a-regression-using-hugging-face
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The dataset used: 
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The dataset used: 
https://huggingface.co/datasets/SelmaNajih001/FinancialClassification
SelmaNajih001/FinancialClassification
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https://huggingface.co/datasets/SelmaNajih001/FinancialClassification
Introducing a Hugging Face Tutorial on Regression

While Hugging Face offers extensive tutorials on classification and NLP tasks, there is very little guidance on performing regression tasks with Transformers.
In my latest article, I provide a step-by-step guide to running regression using Hugging Face, applying it to financial news data to predict stock returns. 
In this tutorial, you will learn how to:
-Prepare and preprocess textual and numerical data for regression
-Configure a Transformer model for regression tasks
-Apply the model to real-world financial datasets with fully reproducible code

Read the full article here: https://huggingface.co/blog/SelmaNajih001/how-to-run-a-regression-using-hugging-face
The dataset used: https://huggingface.co/datasets/SelmaNajih001/FinancialClassification
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