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dataanalysis_portfolio

This document represents the culmination of my work which was completed in the areas of Python programming, data analysis, and Machine Learning.

fake_news_classifier

In this project I assessed the efficacy and performance of four different classifiers on accurately classifying a news story as real or fake

flights_dalay_dashboard_with_bookeh

The Flights_Delay_Dashboard_with_Bokeh project involved creating an interactive dashboard using the Bokeh library to visualize and analyze flight delay data.

housing_price_regression_xgb

In this project, I delved into the fascinating world of real estate by employing the powerful XGBoost algorithm to develop a robust regression model

iris_dataset_analysis

In this mini-project, I have endeavored to explore various machine learning techniques and conduct data analysis using the Iris dataset.

lstm_stock_prediction

In this project, I embarked on a captivating exploration of the stock market, seeking to understand and predict the future performance of three influential companies—Amazon, Zoom, and Walmart

nlp_twitter_svm

In This project a SVM classification Model is trained with the accuracy of 73%

predicting_churn_mooc

This project seeks to leverage several multi-variable logistic regression models to make a binary prediction of whether or not a student will complete a course and earn a certificate.

python_assignment

spotify_dataanalysis

This is a personal project involved conducting a data analysis on my Spotify Musics dataf to gain insights into my listening habits and preferences on the platform.

sql-assignment_hyperisland.sql

student_performance_analysis

This project involves analysis of student scores in three subjects: Math, Writing, and Reading.

twitter_project

This is project which can be used to extract tweets with desired hashtag from twitter and cleaning the text of tweets which can later be used for NLP process