Amiir-zar

Amiir-zar.github.io

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

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.

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

Amiir-zar/student_performance_analysis

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

Amiir-zar/Amiir-zar.github.io

Amiir-zar/DataAnalysis_portfolio

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

Amiir-zar/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

Amiir-zar/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.

Amiir-zar/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

Amiir-zar/Iris_dataset_analysis

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

Amiir-zar/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

Amiir-zar/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.

Amiir-zar/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

Amiir-zar/NLP_Twitter_SVM

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

Amiir-zar/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.

Amiir-zar/Python_Assignment

Amiir-zar/SQL-Assignment_HyperIsland.sql