Praveen's Projects
Airbnb Data Analysis and Visualization project is a comprehensive data exploration and presentation effort. It involves data collection, preprocessing, ETL work, and the creation of an interactive Streamlit user interface. The project aims to provide insights and make Airbnb data more accessible and understandable.
Analyzed airline booking data to optimize routes, pricing, and passenger experience for improved airline operations and customer satisfaction
Analytics for Hospitals' Health-Care Data
Utilize OCR for business card data extraction. Present in interactive Streamlit UI. Optimize storage in PostgreSQL for efficient data management.
Predicting heart disease risk using machine learning with clinical and demographic features and explore the factors influencing heart health and build predictive models.
This repository for credit card loan approval prediction using machine learning, showcasing data preprocessing, model training, and evaluation. Allows users to predict loan approval status
Implemented data analysis projects with interactive Streamlit UI for user-friendly data exploration and insights presentation
Implemented ETL projects with interactive Streamlit UI for user-friendly data extraction, transformation, and loading tasks
Executed diverse ML and NLP initiatives, implementing robust data pipelines, thorough data analysis, and seamless Docker projects. Demonstrated versatility in handling complex tasks, ensuring successful project outcomes
Machine Learning Datasets
YouTube API Data-Harvesting-and-Data warehousing
Implemented real-world ML and NLP applications as Docker images, ensuring portability and scalability for seamless deployment and execution in diverse computing environments
Docker Images Creation for Machine learning project for predicting credit card approvals, aiding financial decision-making with data analysis and predictive modeling. Access insights and predictions here.
This repository hosts a Docker image for Iris flower classification. Deploy and run the machine learning model in a containerized environment for efficient and reproducible predictions.
Deployed Docker image for Language Translation
Docker Image for Heart Disease Prediction
These visuals predict weekly sales prices for the upcoming year, serving as a valuable tool for forecasting
Deployed docker images for sentiment analysis
Collection of Machine Learning (ML) and Natural Language Processing (NLP) projects showcasing a range of applications, algorithms, and techniques.
Basic image creation using docker
Analytics for Hospitals' Health-Care Data
Designed an end-to-end ML model pipeline, forecasting department-wide sales by accounting for holiday markdown effects, spanning data collection to inferencing.
IMDB Movie Analysis
Enhance data analysis and machine learning skills in the 'Industrial Copper Modeling' project. Tackle complex sales data challenges, employ regression models for pricing predictions, and master lead classification for targeted customer solutions
Space Exploration Data Fusion : Unleashing the International Space Station Insights with MongoDB and SQL Integration
Different types of pattern problems (source code)
Streamlit-based NLP toolkit: Perform Sentiment Analysis, Translation, Speech Synthesis, Summarization, and Question Answering tasks effortlessly through an interactive UI