Published inTowards Data ScienceData Science Project — Marketing Analytics & Data-Driven SolutionsUsing Python to conduct EDA, perform statistical analysis, visualize insights, and present data-driven solutions to Chief Marketing…Sep 13, 20215Sep 13, 20215
Published inTowards Data ScienceKaggle Competition — Finding Donors for a Charity with an AUC of 0.94Comparing Random Forest, Gradient Boosting, and XGBoost to select the best model to predict potential donors for a Charity.Sep 6, 2021Sep 6, 2021
Published inGeek CultureMall Customer Segmentation and Forming Growth StrategiesUsed Python to validate the performance of K-Means, Hierarchical Clustering, and GMMs using the Silhouette score and picked the best model…Aug 31, 2021Aug 31, 2021
Published inTowards Data ScienceWhat I Learned From My Data Analyst Internship at a Series-A StartupThis article documents 22 lessons and thoughts from my data analyst internship hoping to help you become a better data analyst at a…Aug 1, 2021Aug 1, 2021
Published inTowards Data ScienceRandom Forest Classifier Project — Predicting Online News PopularityUsing scikit-learn to build a Random Forest Classifier and predict the number of shares of online news articlesJun 8, 2021Jun 8, 2021
Published inTowards Data ScienceK-Means Clustering Project — Banknote AuthenticationJun 1, 20211Jun 1, 20211
Published inTowards Data ScienceData Analysis Project — Game Sales Interactive DashboardUsing Python(pandas) to gather and clean data and Excel/Spreadsheet(Pviot table, VLOOKUP(), Data validation, Conditional formatting, and…Nov 20, 2020Nov 20, 2020
Published inTowards Data ScienceData Analysis Project — Telco Customer ChurnThe imaginary context for this project: I’m working at a telecommunication company. My manager told me to analyze the dataset she provided…Nov 11, 2020Nov 11, 2020
Published inTowards Data ScienceData Analysis Project -WeRateDogs®Many people are running social media accounts for their cute dogs. However, most of them usually aren’t running their social media…Nov 7, 2020Nov 7, 2020
Rookie Fund 知識分享 | 投資條件書(Term sheet)上週Taiwan Startup Stadium邀請我們Rookie Fund一起參與為期三天的Term Sheet Bootcamp!因此用這篇文章分享學到的知識及當天聽到有趣的資訊。Apr 27, 2019Apr 27, 2019