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Asfiya Mukthasar's Projects

advancing-healthcare-analysis-powerbi icon advancing-healthcare-analysis-powerbi

This repository contains a comprehensive Power BI dashboard developed by HealthStat Solutions, showcasing an in-depth analysis of healthcare data. The dashboard integrates data from two datasets: 'Patient Medical Records' and 'Hospital Treatment Details'.

applied-statistics-concepts icon applied-statistics-concepts

This repository focuses on the essential concepts of applied statistics for data science and machine learning. Through comprehensive analysis and practical examples, it aims to provide a solid foundation in statistical methods that are crucial for data-driven decision-making and predictive modeling.

book-recommendation-system icon book-recommendation-system

This project introduces an interactive book recommendation system aimed at enhancing user exploration. Leveraging a Nearest Neighbors model, the system generates personalized suggestions by combining popularity metrics and average ratings. Users can select a book of interest, triggering dynamic recommendations based on similar preferences.

eda-hotel-analysis-project icon eda-hotel-analysis-project

Our Exploratory Data Analysis (EDA) reveals crucial insights into hotel booking trends. Through time series analysis, we uncover peak booking periods and seasonal variations. These findings inform strategic decisions, enhancing customer satisfaction in the hospitality industry.

electric-vehicle-analysis-powerbi icon electric-vehicle-analysis-powerbi

This Power BI dashboard provides a comprehensive analysis of the pricing and performance of electric cars, focusing on the top five models from Tesla, Ford, Audi, BMW, and Chevrolet. Utilizing data from a Kaggle dataset, the dashboard offers insightful visualizations and comparisons to help users understand the market trends.

enhancing-e-commerce-strategies-tableau icon enhancing-e-commerce-strategies-tableau

This repository showcases a comprehensive data analytics project aimed at optimizing e-commerce strategies using Tableau. As an analyst at Digital Commerce Insights, you have leveraged two pivotal datasets: 'Ecommerce Orders' and 'Customer Profiles'.

keyword-optimization-dashboard icon keyword-optimization-dashboard

This dynamic dashboard integrates data from Google Trends and YouTube Ads APIs, offering powerful insights into keyword performance with customizable visualizations and interactive features.

machine-learning-projects icon machine-learning-projects

This repository showcases machine learning projects covering diverse topics such as book recommendations, New York Airbnb analysis, and telecom churn prediction. Each project utilizes various techniques and algorithms to tackle specific challenges and extract meaningful insights from the data.

newyork-airbnb-case-study-machine-learning icon newyork-airbnb-case-study-machine-learning

This project focuses on enhancing the user experience and efficiency of Airbnb services in New York City by providing personalized recommendations to users. Using a clustering model, Airbnb listings are grouped based on various features and characteristics, enabling tailored recommendations and improved customer satisfaction.

purchasing-behavior-of-customers---applied-statistics icon purchasing-behavior-of-customers---applied-statistics

This project focuses on analyzing customer purchase behavior using descriptive statistics and exploratory data analysis (EDA). By leveraging statistical techniques, we aimed to uncover insights that could inform marketing strategies and improve offer acceptance rates.

python-programming icon python-programming

This GitHub repository showcases my work on the Introduction to Computer Programming project, where I've honed fundamental programming skills using Python. Through this project, I've delved into various concepts including data types, indexing, slicing, operators, in-built functions, statements, conditionals, loops, object-oriented programming.

shopify-dissection-relational-database icon shopify-dissection-relational-database

This project, Shopify Database Dissection, aims to analyze and interpret Shopify's extensive database to uncover critical insights into e-commerce operations, customer behaviors, and sales trends.

superstore-tableau-data-visualization icon superstore-tableau-data-visualization

This repository is dedicated to showcasing my proficiency in data visualization, critical thinking, and effective communication through the analysis of a Superstore dataset.

train-ticket-price-prediction-using-machine-learning icon train-ticket-price-prediction-using-machine-learning

This repository contains code and resources for developing a regression model to predict the prices of travel packages using historical data. The project involves data preprocessing, feature engineering, model training, hyperparameter tuning, and deployment using Flask.

travel-hospitality-analysis-dashboard-excel icon travel-hospitality-analysis-dashboard-excel

This project provides strategic recommendations to enhance operational effectiveness, improve customer experiences in air travel, and contribute to the overall advancement of the aviation industry's standards and practices.

web-scrapping icon web-scrapping

Welcome to my Web Scraping Projects Showcase! 🚀 Dive into a collection of my web scraping projects, meticulously crafted to extract valuable insights from diverse websites. As a passionate data enthusiast and developer, I've created versatile scrapers and customizable scripts that simplify the art of web scraping.

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