Software Engineer, Data Science enthusiast, Programmer

Techniques to Encode Categorical Features with many Levels/Categories

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Image by Gerd Altmann from Pixabay


Decision Tree model Interpretation

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Image by Gerd Altmann from Pixabay

What is a Decision Tree?

How important is Model Interpretability?


Spelling and Grammar Correction tool in Python

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Image by Lorenzo Cafaro from Pixabay


Annoyed writing multiple import statements? Let PyForest do the work for you

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Photo by hamza tighza on Unsplash


Ever wish to work on an NLP project, this article is for you

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Photo by Clark Tibbs on Unsplash

Did you ever wish you could make an NLP project of your own? …


Deep dive understanding of Dask data frame, and how it works under the hood

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Photo by Austris Augusts on Unsplash


Predict the Sentiment of your speech in real-time

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Image by Mohamed Hassan from Pixabay

Idea:


Explore different ways to develop a model to predict the sentiment of a given text

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Image by LTD EHU from Pixabay
  • Custom Trained Supervised Model
  • TextBlob
  • Word-Dictionary based model
  • Bert
  • Named Entity based Sentiment Analyzer


Why every company is dependent on the synthetic dataset, and how is it generated

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Photo by Franki Chamaki on Unsplash

What is Synthetic Dataset?


Tired of reading long text documents, summarize them using open-sourced python libraries

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Image by SCY from Pixabay

The need for Text Summarization?

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