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This repository contains my machine learning and deep learning projects.

sentiment-analysis-on-social-dilemma-movie-using-rnn icon sentiment-analysis-on-social-dilemma-movie-using-rnn

The Social Dilemma, a documentary-drama hybrid explores the dangerous human impact of social networking, with tech experts sounding the alarm on their own creations as the tech experts sound the alarm on the dangerous human impact of social networking. This dataset brings you the twitter responses made with the #TheSocialDilemma hashtag after watching the eye-opening documentary "The Social Dilemma" released in an OTT platform(Netflix) on September 9th, 2020. We can categorize the tweets into different groups to identify the sentiment of the users regarding the documentary.

sentiment_analysis_using_rnn icon sentiment_analysis_using_rnn

This repository contains google colab notebook developed over visualization, data preprocessing and Recurrent Neural Network model building to predict the sentiment of a tweet.

shoes_classification_using_cnn icon shoes_classification_using_cnn

Using Convolutional Neural Network for shoes classification. The classifier model is trained on images of three categories of Shoes namely : Boots, Sandals and Slippers and can classify each category with an accuracy of 90.38 %.

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