Shuo Zhang graduated from Columbia University with a Ph.D degree in Chemical Engineering and the focus of her academic research was to design a protocol to synthesize layer-by-layer polymer films on nano-surfaces, investigate dynamics and kinetics, construct quantitative models to predict the thickness and surface topography. After graduation, she worked as a senior process engineer for 2 years at GlobalFoundries, one of the top chips manufacturer. She worked on multiple projects involving improvement of design of module unit process for 20nm and 14nm chips technology. She utilized her data science skills to analyze data from production line, build models to screen and optimize unit production, improve product design and enhance production proficiency. This led her passion to explore more about data science. In her spare time, she loves playing Pingpang. She is currently living with her husband and two-year-old adorable daughter at New York City.
Outline: 1). Introduction 2). Data Pre-processing (Python) 3). Exploratory Data Analysis (Tableau) 4). Modelling (Python) 5). Model Analysis (Python) 6). Prediction (Shiny App) 7). Conclusion and Future […]
Contributed by Shuo Zhang. She is currently in the NYC Data Science Academy 12 week full time Data Science Bootcamp program taking place between July 5th to September 23rd, […]
Join our community with 10,000+ data-passionate members and keep yourself posted on the latest news and events of the data science world.