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1. predictive_analytics_heart_disease predictive_analytics_heart_disease Public

   Machine Learning Classification Modeling in Python. Predicted will a critically ill patient who undergoes a right heart catheterization expire during the procedure.

   Jupyter Notebook

2. linear_regression_college_admission linear_regression_college_admission Public

   Performed linear regression and residuals analysis on college tuition fees and admission rate in R.

3. tidytuesday_projects tidytuesday_projects Public

   My data exploration and visualization projects for R Tidytuesday weekly community event.

   R 2 2

4. deep_learning_digits_recognition_keras deep_learning_digits_recognition_keras Public

   Deep Learning Neural Network Multi-Class Classification Modeling - Digits Recognition Using Keras in Python. Identify digits from a dataset of tens of thousands of handwritten images.

   Jupyter Notebook

5. Predict_Customer_Churn Predict_Customer_Churn Public

   Predict will a customer churn using Python. Built and train eight models. Final optimized random forest model received an AUC of 0.86.

   Jupyter Notebook

6. deep_learning_LSTM_RNN_sms_spam_detection deep_learning_LSTM_RNN_sms_spam_detection Public

   Created NLP Text Classification model to detect spam text messages using Keras LSTM Recurrent Neural Network (RNN) in Python

   Jupyter Notebook