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1. Churn-Prediction-Classification Churn-Prediction-Classification Public

   Developing a classification model to predict customer attrition in music subscription industry to support a data-driven customer retention strategy. Feature engineering, Predictive modeling (tree-b…

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2. Machine-Learning-Algorithms Machine-Learning-Algorithms Public

   Implementation code for machine learning algorithms such as Logistic Regression, K-Nearest Neighbors, Decision Tress, Random Forest, Gradient Ascent, Cross Sectional Estimator and Principal Compone…

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3. NYC-2013-Flights-Data-Analysis NYC-2013-Flights-Data-Analysis Public

   It can always be a painful experience to be at the airport with delayed flights. Can data analysis help us make wiser decisions about the when to travel and which path to take? Let's Explore!

   Jupyter Notebook 1

4. Multi-Armed-Bandits Multi-Armed-Bandits Public

   Performance evaluation of Multi-armed Bandit Algorithms, as alternatives to conventional A/B testing, that balances exploration and exploitation during the learning process to quickly identify the …

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5. Movie-Reviews-Text-Analysis Movie-Reviews-Text-Analysis Public

   Let's perform text analysis on the movie reviews along with some exploratory analysis to identify what make or destroys success of a movie at box office.

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6. cerebral-health-in-tech-industry cerebral-health-in-tech-industry Public

   Assessing the comfort level of the employees in discussing mental health issue with their employers.

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