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probability-and-statistics

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Semester-Notes

A comprehensive, well-structured repository of B.Tech (Hons) CSE notes and learning resources, specializing in Artificial Intelligence and Data Science. Includes semester-wise notes, question papers, curated study guides, and indexed materials designed for efficient learning, revision, and academic reference.

  • Updated Jan 29, 2026
  • HTML

This GitHub repository Consists of materials, code samples, documentation, and valuable resources related to the Information Technology (IT) Department at the National Institute of Technology Karnataka (NITK). 📚 Resource Library 💻 Code Samples 🗂️ Project Repositories

  • Updated Jun 1, 2024
  • Jupyter Notebook

In this project, we're going to build a spam filter for SMS messages using the multinomial Naive Bayes algorithm. Our goal is to write a program that classifies new messages with an accuracy greater than 80% — so we expect that more than 80% of the new messages will be classified correctly as spam or ham (non-spam). Please watch the follow youtu…

  • Updated Apr 2, 2022
  • Jupyter Notebook

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