Article Sep 24, 2022
Article Author   Mausam Gaurav
Page Visits   12208
General Python


Familiarity with Python, creating Python environment, installing packages in Python. Familiarity with Streamlit, CSS styles and HTML. Some familiarity with Streamlit and AWS.  

What are we going to build

Multi-page app

We are going to build a demo multi page app using Streamlit. The app would have a home page ...

Article Sep 24, 2021
Article Author   Mausam Gaurav
Page Visits   18742
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   14893
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 ...

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