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Image-Classification-Using-PyTorch
Image-Classification-Using-PyTorch PublicThe project focuses on classifying images of playing cards using a deep learning model. By utilizing EfficientNet-B0 and transfer learning, built a model that can classify playing card images with …
Jupyter Notebook
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Time-Forecasting-Model
Time-Forecasting-Model PublicThis repository contains a project focused on forecasting airline passenger traffic using various time series forecasting methods. The dataset used in this project is the Airline Passenger Traffic …
Jupyter Notebook
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Random-Forest
Random-Forest PublicThis project involves building a Random Forest Classifier to predict the presence of heart disease based on various medical variables such as age, sex, cholesterol level, and more.
Jupyter Notebook
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Logistic-Regression-vs.-Decision-Tree-Random-Forest
Logistic-Regression-vs.-Decision-Tree-Random-Forest PublicThis project aims to predict whether a customer will switch to another telecom provider (churn) using a dataset with 21 variables related to customer behavior. Employed logistic regression, decisio…
Jupyter Notebook
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Multiple-Linear-Regression
Multiple-Linear-Regression PublicThis project involves a case study of a real estate company with a dataset containing property prices in the Delhi region. The goal is to optimize the sale prices of properties based on important f…
Jupyter Notebook
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Data-Pipeline-with-Apache-Airflow-GCP
Data-Pipeline-with-Apache-Airflow-GCP PublicThis repository contains a data pipeline built using Apache Airflow using Astro CLI. The pipeline automates the processing of an online retail dataset, ensuring data quality and preparing it for re…
Python
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