Experienced at Data Visualization, Web Scraping, Statistical Inference, Data Mining, and Machine Learning.
國立政治大學 - 統計學系 碩士, 2010/09 ~ 2012/06
國立中興大學 - 應用數學系 學士, 2006/09 ~ 2010/06
Dashboard product planning and design.
Internal data requirement analysis.
Data Mining
Present detailed reports to answer business or operational questions
Analysis customers conversion rate by Google Analytics.
User segmentation to solving complex ad-hoc projects based on company requirements.
Use click tracking (Frequent Sequence Mining) to improving user experience.
To extract data insights and visualization plots to make recommendations.
Risk Control
Calculate theoretically probability
Randomized trial Testing
Customer profit monitoring by monte carlo method
Gather and analyze business requirements from planning department.
Designed and implemented data warehousing project.
Building business Intelligence dashboard by Tableau.
Co-working with PM translate the goals into a data mining problem definition.
Analyzed game (明星志願、魔女異聞錄) related data via exploratory data analysis discover initial insights to understanding game progression and cluster groups (Kohonen maps, k-Means) for classify different potential customer.
Write well-organized reports, prepare impressive slides for presentations.
Knowledge : Business Intelligence、Data Modeling、Machine Learning 、Data Mining 、Data Visualization
Statistical Data Analysis 、Web Crawling、SQL
Tools : R、Python、SPSS、Oracle、SQL Server、Excel、Big Query、Sparklyr
Experienced at Data Visualization, Web Scraping, Statistical Inference, Data Mining, and Machine Learning.
國立政治大學 - 統計學系 碩士, 2010/09 ~ 2012/06
國立中興大學 - 應用數學系 學士, 2006/09 ~ 2010/06
Dashboard product planning and design.
Internal data requirement analysis.
Data Mining
Present detailed reports to answer business or operational questions
Analysis customers conversion rate by Google Analytics.
User segmentation to solving complex ad-hoc projects based on company requirements.
Use click tracking (Frequent Sequence Mining) to improving user experience.
To extract data insights and visualization plots to make recommendations.
Risk Control
Calculate theoretically probability
Randomized trial Testing
Customer profit monitoring by monte carlo method
Gather and analyze business requirements from planning department.
Designed and implemented data warehousing project.
Building business Intelligence dashboard by Tableau.
Co-working with PM translate the goals into a data mining problem definition.
Analyzed game (明星志願、魔女異聞錄) related data via exploratory data analysis discover initial insights to understanding game progression and cluster groups (Kohonen maps, k-Means) for classify different potential customer.
Write well-organized reports, prepare impressive slides for presentations.
Knowledge : Business Intelligence、Data Modeling、Machine Learning 、Data Mining 、Data Visualization
Statistical Data Analysis 、Web Crawling、SQL
Tools : R、Python、SPSS、Oracle、SQL Server、Excel、Big Query、Sparklyr