Revenue Insights in Hospitality Domain Report

The Report is designed to help hospitality professionals understand revenue generation, occupancy patterns, customer satisfaction, and the effectiveness of different booking channels. It offers interactive visualizations and key performance indicators (KPIs) to facilitate data-driven decision-making

T20 CRICKET ANALYTICS

The T20 Cricket Analytics Report is an interactive Power BI dashboard designed to analyze key performance metrics in T20 cricket matches. This project provides valuable insights into player performances, team comparisons, and match trends using data visualization techniques.

Car Data Analysis

Analyzed car data using SQL, Python (Pandas, NumPy), and Power BI to uncover trends in pricing, fuel efficiency, and brand performance. Conducted **data cleaning, EDA, and visualization to derive insights on vehicle performance. Built interactive dashboards for decision-making, showcasing

Currency Exchange Rate forecasting

Research compares LSTM-ARIMA, LSTM-SVR, LSTM-RF, and SVR-RF models for FOREX prediction (EUR/INR, NZD/USD, USD/INR). LSTM-SVR consistently outperforms others.

Cat vs dog classification using DL-CNN

Cat vs dog classification using DL-CNN involves training a convolutional neural network (CNN) on a dataset of labeled cat and dog images. The CNN learns to extract relevant features like ears, eyes, and fur, enabling it to classify new images as either a cat or a dog with high accuracy.

Pneumonia Detection System Using VGG16 Model

The pneumonia detection system uses the VGG16 deep learning model, a pre-trained network with 16 layers designed for high accuracy in image classification, ideal for extracting detailed features from images.

Heart Disease Prediction

Heart disease prediction is a rapidly evolving field using machine learning algorithms to assess an individual's risk of developing cardiovascular disease. By accurately predicting heart disease, individuals can take preventive measures, potentially improving their outcomes and saving lives.

Income Prediction

Income prediction utilizes advanced algorithms to analyze individual data and forecast future earning potential. This can offer invaluable insights for individuals seeking financial security, enabling informed decisions regarding career paths, investments, and financial planning.