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Automated Tool for Optimized Modelling
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May 1, 2024 - HTML
This repository holds open source datasets for various machine learning domains with a link to download and use them
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Oct 27, 2023
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
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Mar 31, 2023 - Python
Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraftโs remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.
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Nov 5, 2023 - CSS
A repository that holds machine learning projects that uses DVC for data pipeline orchestration
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Sep 13, 2023
This project aims to predict the quality of wines using various machine learning algorithms. It utilizes the MLflow platform to manage the end-to-end machine learning lifecycle, including data preprocessing, model training, hyperparameter tuning, and deployment on AWS EC2.
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Sep 1, 2023 - CSS
This project applies machine learning models to predict BMI categories based on individual physical attributes, utilizing MLflow for experiment tracking and model management, with integration into DagsHub for collaborative data science workflows. It showcases the power of MLflow in enhancing model lifecycle management and reproducibility.
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Apr 19, 2024 - Python
A Deep Learning project to detect and classify INR coins
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Apr 12, 2024 - Python
This project focuses on forecasting customer churn in the telecom industry by leveraging various features. The goal is to implement a straightforward, real-time prediction system capable of handling both batch and online predictions. The predictive model is deployed using Streamlit, providing an interactive and user-friendly interface for exploring
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Feb 3, 2024 - Jupyter Notebook
This is the project to track the experiments using ML Flow and doing collaborative experiment tracking on remote server using DagsHub
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Oct 19, 2023 - Python
End to End Kidney Disease Classification
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Mar 29, 2024 - Jupyter Notebook
RuralCredit: Empowering Tomorrow's Opportunities
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Apr 14, 2024 - Jupyter Notebook
This repository holds open-source machine learning models for various domains ready to download and use
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Oct 16, 2023
End to End Data science workflow for Car Price prediction
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Dec 21, 2023 - CSS
This project utilizes cutting-edge MLOps practices, integrating CI/CD pipelines, DVC, and MLflow to streamline development, testing, and deployment for deep learning models on chest CT images.
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May 2, 2024 - Jupyter Notebook
Mapping the diverse hues of credit risk into risk categories for informed decision-making
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Apr 25, 2024 - Jupyter Notebook
๐ ๐ ๐ฝ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐, encompassing key topics like ๐๐ฎ๐ด๐๐ต๐b and ๐ ๐๐ณ๐น๐ผ๐ for version control, ๐ ๐๐ข๐ฝ๐ practices for efficient deployment, and robust ๐๐/๐๐ ๐ฝ๐ถ๐ฝ๐ฒ๐น๐ถ๐ป๐ฒ setup. Showcased ๐๐ช๐ฆ ๐ฑ๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ with the help of ๐๐ถ๐๐๐๐ฏ ๐๐ฐ๐๐ถ๐ผ๐ป prowess for seamless machine learning application integration.
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Aug 2, 2023 - Jupyter Notebook
Chest Cancer Classification using Chest CT Scan. Using Vgg16 Model.
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Mar 5, 2024 - Python
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