Josh Xin Jie LeeinTowards Data ScienceMulti-Label Text Classification with XLNetAchieve state-of-the-art multi-label and multi-class text classification with XLNetNov 10, 20197Nov 10, 20197
Josh Xin Jie LeeinTowards Data ScienceCustomer Churn Prediction with PySpark on IBM Watson Studio, AWS and DatabricksPredicting customer churn for a digital music service using big data tools and cloud computing servicesFeb 4, 20192Feb 4, 20192
Josh Xin Jie LeeinTowards Data ScienceImplementing a Profitable Promotional Strategy for Starbucks with Machine Learning (Part 2)In this series, we will design a promotional strategy for Starbucks and walk through the entire process from data pre-processing to…Jan 8, 2019Jan 8, 2019
Josh Xin Jie LeeinTowards Data ScienceImplementing a Profitable Promotional Strategy for Starbucks with Machine Learning (Part 1)In this series, we will design a promotional strategy for Starbucks and walk through the entire process from data pre-processing to…Jan 8, 20191Jan 8, 20191
Josh Xin Jie LeeinDataDrivenInvestorSimple Machine Learning Techniques To Improve Your Marketing Strategy: Demystifying Uplift ModelsIn this article, we will demonstrate how the use of simple uplift models can drastically improve your targeted marketing strategyNov 6, 20189Nov 6, 20189
Josh Xin Jie LeeinTowards Data ScienceUncovering the Secrets to Higher Airbnb RevenuesUsing Data Analytics And Machine Learning to Reveal the Secrets Behind Successful Airbnb Listings in Boston & SeattleOct 3, 20181Oct 3, 20181