Article Sep 24, 2021
Article Author   Mausam Gaurav
Page Visits   5105
Machine Learning Neural Networks Python

In this article, we would first cover the traditional TF-IDF approach for document classification. TF-IDF stands for term frequency-inverse document frequency. TF-IDF is a numerical statistic often used as a weighing factor for words in a document, and as a proxy for how important a word in a document is in relation to ...

Article Sep 13, 2021
Article Author   Mausam Gaurav
Page Visits   3670
Data Science Neural Networks Python

PyTorch is an open source deep learning framework that is used as a base for many modern machine learning applications such as computer vision and Natural Language Processing. It is the Python implementation of the Torch library built in Lua. If you are familiar with the popular transformers library from ...

Article Feb 10, 2021
Article Author   Mausam Gaurav
Page Visits   7091
Machine Learning Data Science General

This article is the continuation of our previous article where we built a simple machine learning app to predict the species of a sample Iris flower. In the previous article, we learned how to create this application from scratch (with Django and React) and we also learned how to put our ...

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