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Blosher Brar's Projects

analyze-spotify-with-airflow icon analyze-spotify-with-airflow

Analyze spotify data by creating an ETL(Extract, Transform, Load) pipeline using Python and automate the process through Apache airflow.

churn-rate-modelling icon churn-rate-modelling

Predict customer churn rate for a mock telecommunications company using explanatory variables such as age, monthly charges, complaints, etc.

covid19 icon covid19

Resources for the Udemy Course - Azure Data Factory For Data Engineers - Project on Covid19

electricity-price-forecasting- icon electricity-price-forecasting-

Class project where we used deep learning techniques to estimate marginal local energy prices in PJM's day-before and real-time markets

rnn-lstm-for-text-classification icon rnn-lstm-for-text-classification

Kaggle in-class competition where I implemented RNN & LSTM models using TensorFlow to predict the domain of scientific papers based on their titles and references.

telco-customer-churn-prediction icon telco-customer-churn-prediction

Class project where we used basic machine learning models to predict churn rates for a telecommunications company. Data was found on kraggle (https://www.kaggle.com/blastchar/telco-customer-churn)

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