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Ganesh Vanave's Projects

chatanalyzer icon chatanalyzer

The WhatsApp Data Analyzer and Dashboard is a Python-based tool designed to process and analyze WhatsApp chat data, providing valuable insights and visualizations.

djangoems icon djangoems

The guide outlines creating an EMS using Django REST Framework, covering setup, model definition, API, and testing for efficient employee data management.

docker-ml-api icon docker-ml-api

This project demonstrates how to containerize a Flask application with a machine learning model using Docker. The API provides endpoints for predicting outcomes based on a trained machine learning model.

langchain-chatbot icon langchain-chatbot

Langchain Chatbot Project utilizes Langchain and Streamlit to develop interactive chatbots. Leveraging natural language processing, the project demonstrates two approaches: a CSV-based chatbot and a Llama pretrained model.

lstm-textanalysis icon lstm-textanalysis

This Project will Contain the code in detail about the different steps in text Classification such as Data Preprocessing, Data Transformation, Prepare Data For Training and Training the Machine Learning Model.

predictive-analysis-of-sensor-data icon predictive-analysis-of-sensor-data

Developed machine learning and deep learning models for binary classification to predict failures in the Air Pressure System (APS) of Scania Trucks, aimed at reducing maintenance costs and improving vehicle inspection efficiency.

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