Software Engineer, Data Science enthusiast, Programmer

Deep dive analysis of Binary Classification, Multi-class classification, and Multi-label classification

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(Image by Author)
  1. Binary Classification
  2. Multi-class Classification
  3. Multi-label Classification

1. Binary Classification:


Wonder how a language detection and translation system works, Use open-sourced Python libraries to develop the same in few lines of code

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Image by Gerd Altmann from Pixabay


Perform Operations on a large dataset using vaex data frame

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Image by Gerd Altmann from Pixabay


What are the types of Missing Data with Examples?

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Image by Gino Crescoli from Pixabay

Why missing data is a problem


Deep dive analysis of k-Means and k-Medoids clustering

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Photo by Andri Klopfenstein on Unsplash
  • k-Means Clustering
  • DBSCAN
  • Hierarchical Clustering (Agglomerative and Divisive)
  • OPTICS
  • Fuzzy Clustering

k-Means Clustering:


Custom Image Dataset using a Python Library

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Photo by Franki Chamaki on Unsplash


Overview and Implementation of Sweetviz library

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Image by Mudassar Iqbal from Pixabay
  • Data Quality Check: It refers to the analysis of each feature such as data types, duplicate values, missing values, etc. …


Interact with Kaggle using the command-line tool

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Image by Mohamed Hassan from Pixabay, Edited using Pixlr


Implement an animated racing bar chart in python

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Image by janjf93 from Pixabay


Artificial Intelligence-based code documentation assistant

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Photo by Pakata Goh on Unsplash

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