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Muhammad Arsalan Gul's Projects

denguecasesprediction icon denguecasesprediction

A data science project for predicting dengue cases based on environmental and climatic factors.

flushotlearning icon flushotlearning

This data is about learning the behavior of people about h1n1 and seasonal flu and their vaccines.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

scraping-linkedin-through-selenium icon scraping-linkedin-through-selenium

It is a notebook for those who want to scrape LinkedIn Profiles. (Beware that it is not totaly legal or illegal and if you exceed to scraping few hundred profiles, they might issue you warning)

spam-filter-using-nlp-python icon spam-filter-using-nlp-python

It is a guide for those entering NLP. It starts from importing data to cleaning and then at the end vectorizing it through different methods. At the end, RF and GB were used as models for evaluation.

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