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pranav-js670's Projects

codsoft icon codsoft

Repository containing 3 tasks of Codsoft python programming internship

crowdwave icon crowdwave

A repository containing the frontend files of CrowdWave - a rewards based crowdfunding platform that uses blockchain technology.

customer-churn-analysis-and-prediction-using-power-bi icon customer-churn-analysis-and-prediction-using-power-bi

This project involves analyzing customer churn data, performing exploratory data analysis (EDA), cleaning the data, and predicting customer churn using a random forest algorithm. The results are visualized in Power BI to provide actionable insights.

data-professional-power-bi-visualization icon data-professional-power-bi-visualization

This Power BI project is a beginner's exploration of data on data professionals. It uses visualizations to analyze survey results covering job roles, salary ranges, work/life balance and so on.

interactive-quiz-app-with-scoring-and-reset-features icon interactive-quiz-app-with-scoring-and-reset-features

This project is an interactive quiz application designed to provide a seamless and engaging user experience. Built using React and Vite, it features multiple-choice questions, real-time feedback on user selections, score tracking, and a reset option to restart the quiz.

llama2-medical-chatbot icon llama2-medical-chatbot

This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

medibot-q-a icon medibot-q-a

MediBot Q&A is a chatbot powered by the powerful Llama 2 7B model, and designed to answer questions related to a wide array of health related topics.

movie-review-sentiment-analysis icon movie-review-sentiment-analysis

Interactive web app to classify movie reviews as positive or negative sentiment using machine learning and natural language processing.

nature-classifier-using-cnn icon nature-classifier-using-cnn

A PyTorch-based Convolutional Neural Network (CNN) for image classification. Classify images of nature into categories such as Building, Forest, Glacier, Mountain, Sea, and Street.

node.js-blog-app icon node.js-blog-app

A dynamic blog application built using Node.js, Express, MongoDB, and EJS. This project demonstrates the ability to create, view, and delete blog posts with server-side rendering.

personalize-emails-using-crew-ai icon personalize-emails-using-crew-ai

Crew AI project leveraging the Mixtra-8x7B large language model to personalize emails based on recipient information. Includes an Email Personalizer Agent and a Ghostwriter Agent for generating tailored and contextually appropriate emails.

prime-video-content-analysis-with-power-bi icon prime-video-content-analysis-with-power-bi

This is a Power BI dashboard that explores the content library of Prime Video. It visualizes the distribution of Movies vs. TV Shows, analyzes ratings by content type, and reveals trends in content acquisition over time.

stock-data-analysis-using-pyspark icon stock-data-analysis-using-pyspark

This repository contains the files used for the data collection and analysis of the stock data of the 'Magnificent Seven' companies, using Pyspark.

video-object-detection icon video-object-detection

This repository hosts a machine learning model based on YOLOv8 for detecting objects in videos.

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