STEP-BY-STEP GUIDE

A simple, quick solution to deploy an NLP project and challenges you may face during the process.

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Intro.


STEP-BY-STEP GUIDE

How to fine-tune DistilBERT for text binary classification via Hugging Face API for TensorFlow.

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Intro.

Why DistilBert.


STEP-BY-STEP GUIDE

Data science insights while you scrapping a platform for data science practice.

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Introduction.


STEP-BY-STEP GUIDE

Pre-process text data, create new features (including target variable for binary classification) with Python: Numpy, Pandas, Regex, Spacy, and Tensorflow.

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Intro.

  • the less we need to tune the model on the next stage,
  • the simpler model we can apply,
  • the more insights/patterns we may see,
  • the more accurate our model can be.


Step-by-step guide

How to build a web scraper with BeautifulSoup and asynchronous HTTP requests (Grequests)

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Introduction.

Definitions.


Python hystory

The fascinating quest of figuring out the difference between.

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Galina Blokh

Passionate about technologies, love challenges, talented NLP data scientist . https://www.linkedin.com/in/galina-blokh/

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