Roshni S Rana

Medical Diagnosis Prediction and Personalized Health Care Recommendation System With Web Dashboard

This comprehensive analysis of sales data aims to provide actionable insights into revenue generation, pricing strategies, and overall profitability, supporting data-driven decision-making and strategic business enhancements.

# Pneumonia Detection - Machine Learning-DEEP_LEARNING Code for chest X-Ray Detection App (Image Based Input)

An end-to-end machine learning project that predicts loan approval status based on customer profiles. Developed with Python and scikit-learn, it encompasses data preprocessing, feature scaling, model training, evaluation, and hyperparameter tuning. The project also features a user-friendly GUI for seamless user interaction.

Fraud Detection Data

Spark SQL for Data Analysis (Home_Sales)-[Colab]

Mushroom Classification Using Machine Learning: Identifying Edible vs. Poisonous Varieties

TD Bank-Real Time Churn Insights with Robust Machine Learning Models and Interactive Web Deployment

NASA on Mars (News Articles And Weather Data Collection)

Alphabet Soup Charity Analysis (Deep learning model), to predict the success of charity funding applications for the Alphabet Soup organization.

Holiday vacation in Honolulu, Hawaii (Climate Database, App Designing, Flask API), In this section, Have used Python and SQLAlchemy to do a basic climate analysis and data exploration of climate database. Specifically, have used SQLAlchemy ORM queries, Pandas, and Matplotlib.

Earthquake and Tectonic Plate Visualization using Leaflet, The United States Geological Survey (USGS) was responsible for providing scientific data about natural hazards, the health of ecosystems and the environment, and the impacts of climate and land-use change.

SKLEARN-Credit Risk Prediction Using Logistic Regression Model, ML, Confusion Matrix, classification Report

Cryptocurrency Price Change Prediction Using Unsupervised Learning, ML

Nearest Hotel availability Recommendation system as per location, Required City Range, weather requirements, Temp inputs and avaibility for Future Holiday and Vacation destination

World Health Organization-Modern Family Planning Data - Women of the world

The UK Food Standards Agency evaluation, food hygiene rating data Analysis to help their journalists and food critics to decide where to focus future articles

Super Store Sales and Profit Data set

Women's_Maternal and Reproductive Health around the world (WHO Data cleaning, Data transformation, Data Normalization, Data Engineering, Data modeling, ERD Dia, Exploratory Analysis, Data visualization)

INTERACTIVE DASHBOARD to explore the Belly Button Biodiversity datasetLinks to an external site., which catalogs the microbes that colonize human navels.

Coffee Production Around the World

ETL pipeline using Python, Pandas, and Python dictionary methods and uploaded the CSV file data into a #Postgres database

Employee database, Hiring and job period (data modeling, data engineering, and data analysis)

Data Analysis for e-commerce transactions for Fraud Detections, Exploratory Analysis ,Visualization, Patterns, Co-relations And hypothesis Testing

Pymaceuticals Data Analysis and Visualization

PyCity Schools, Student's Budgets, performance And Standardize Test Results Data

Python for Financial Analysis for Banking records and 2. Election Results Analysis (For Rural area).

Stock Market data Analysis

Netflix Exploratory Data Analysis: This analysis delves into the Netflix dataset to uncover key insights about the platform's content offerings, focusing on runtime statistics, ratings, and release patterns. The main objectives include:

This dataset provides a comprehensive view of sales transactions for a Canadian Superstore, detailing various aspects of the sales market. The data is segmented by customer categories and product types, offering valuable insights into sales performance across different dimensions.