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Name: Faraz Khan
Type: User
Faraz Khan's Projects
nlp-webscraping-multiprocessing-with-sql-python
This project includes Web scraping of posts in parallel using multithreading off of Reddit using python library Beautiful Soup, processing and doing Sentiment Analysis on it using NLP and further analyzing the data using SQL.
power-bi-dashboard-on-what-i-do-on-the-internet
Did Data Analysis on my Browser History (from my Study Laptop) to analyse how I use the internet while browsing. Process includes Data Cleaning with Python Pandas, Data Transformation with Power Query Editor as well as Python Scripting. Found meaning full insights like How many devices I have been logged in with at a particular time, What Websites have I been visiting the most, What Words are common in my search results, Average number of Websites I visit, What URL’s I type in Myself, What Suggestions on Browser I open, analysing my Watch Time, etc. and presenting it all in a Beautiful looking Power BI Dashboard. (File on GitHub)
predictive-modelling-of-multimodal-single-cell-genomic-data-with-machine-learning-algorithms
This code demonstrates the use of machine learning to model the multimodal nature of a single cell. Using machine learning to predict RNA from DNA, that is, using chromatin accessibility data to predict the RNA gene expression and to predict surface protein from RNA, that is, using RNA sequence data to predict surface protein levels in a cell
reinforcement-learning-using-genetic-algorithm-with-neat-neuroevolution-of-augmenting-topologies-
A game in python depicting how a Neural Network learns various levels using Genetic Algorithm and Reinforcement Learning
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