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1. Customer-Segmentation-and-Association-Rule-Mining--Instacart Customer-Segmentation-and-Association-Rule-Mining--Instacart Public

   Used PCA to perform customer segmentation and identified target and ideal clusters. Implemented association rule mining and built a recommendation engine to suggest items to customers

   Jupyter Notebook 3 3

2. Customer-Acquisition-using-Google-Analytics Customer-Acquisition-using-Google-Analytics Public

   Accessed real time data via API from a Google Analytics dashboard and analyzed its website traffic data to devise actionable marketing strategies

   Jupyter Notebook 1 2

3. Crowdsourced-Recommendation-System-Beeradvocate Crowdsourced-Recommendation-System-Beeradvocate Public

   Scraped Beeradvocate.com and implemented various text mining concepts to analyze the reviews on various craft beers and build a recommendation system

   Jupyter Notebook

4. Healthcare-Across-Countries-Text-Analytics Healthcare-Across-Countries-Text-Analytics Public

   Scraped data from various websites for healthcare systems across 3 countries and identified key themes, concerns and issues using NLTK and topic modeling

   Jupyter Notebook

5. Home-Credit-Default-Risk Home-Credit-Default-Risk Public

   Binary classification to identify potential loan defaulters in Home Credit's customer base

   Jupyter Notebook

6. Demand-Forecasting--Hotel-Booking-Cancellations Demand-Forecasting--Hotel-Booking-Cancellations Public

   Jupyter Notebook 1 1