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Intuitive Tutorials

Dear visitor,
Welcome to intuitive tutorials. This website is an attempt to deliver insightful explanations of ideas by building things from scratch and thinking from first principles. I hope you will have some takeaway ideas from here.

Recent Posts

  • Spam and Fake News Detection with Machine Learning
  • Sentiment Analysis with Classical ML: Teach a Model to Read Emotion
  • Word Embeddings Explained: How Machines Learn What Words Mean
  • Bag of Words and TF-IDF: Turning Text Into Numbers a Machine Can Learn From
  • Text Preprocessing in NLP: Tokenization, Stemming, and Lemmatization
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