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ramyavidiyala's Projects

data-structures-algorithms-python icon data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

fake-news-classifier icon fake-news-classifier

Developed a machine learning program to identify when an article might be fake news using the principles of NLP. The data used is the 2016 US Presidential Elections News data from Kaggle.

movierecommendersystem icon movierecommendersystem

A movie recommender system that considers user-user similarity, item-item similarity, global averages, and matrix factorization.

spamdetectioninemails icon spamdetectioninemails

A spam detection model to identify unsolicited and unwanted emails is created. Explored the process of classifying emails as spam or not spam, by converting text data(emails) into vectors and employed deep learning model.

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