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Shuvo Barman's Projects

data-science-basics icon data-science-basics

In this repo, I will upload my learning curves towards data science, Like NumPy, Matplotlib, Pandas and many more. This is more like a journal of my Data Science Learning Journey.

heart-attack-analysis-prediction icon heart-attack-analysis-prediction

In this project, I will go through all the steps necessary for predicting heart attack chance for a patient. The steps include: Data Cleaning Feature Engineering Scale the data Model Training & Testing Data Plot Training Accuracy Test Output Prediction Best Test Accuracy

image-classifier icon image-classifier

Its a simple Image Classifier Web App where user can upload an image and predict what the image is. I am using TensorFlow.js for image classification.

insightful-query icon insightful-query

This repository contains an algorithm for extracting answers from large bodies of text, enhancing question-answering accuracy by filtering out unnecessary information.

langchain-tutorial icon langchain-tutorial

LangChain is a framework, which is very helpful and easy to build applications based on available Large Language Models.

llm-app icon llm-app

Extractive Question Answering Web App using Large Language Model (LangChain) for queuing in personal documents

recommendation-system icon recommendation-system

Implemented rank-based recommendation system and various collaborative filtering models using Python (NumPy, Pandas, Scikit-learn). Addressed sparsity and cold start problems. Evaluated models using MAE, RMSE, and precision metrics.

shuvoportfolio icon shuvoportfolio

A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass

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