Beth Chang Email & Phone Number

- Lead group and private lessons on general, business and industry English for adult students of all levels- Create custom lesson materials, which have helped students achieve success in job interviews, language proficiency tests and other personal goals

- Intensive online program with a focus on machine learning and data science using Python and SQL- Apply curriculum materials to capstone projects covering experimental design, supervised learning and unsupervised learningNotable projects:Hotel Identification to Combat Human TraffickingImplemented deep learning algorithms to classify hotel imagesExperimented with baseline Artificial Neural Network and Convolutional Neural Network models using TensorFlow in PythonSpotify Artist Recommendation- Applied unsupervised learning clustering methods to identity similar artists based on audio features- Utilized dimensionality reduction techniques to visualize data in PythonPolitical Ads on Snapchat- Determined what features result in Snapchat political ads receiving more impressions- Built a supervised learning model using Python- Discovered and prepared data, including data cleaning and feature engineeringTwitter Engagement in Blue States and Red States- Compared engagement with political tweets in blue states and red states in the month prior to the 2020 US presidential election- Performed hypothesis testing using Python- Developed research question based on A/B experimental design

Education record

Introduction to Political Science Research Methods | Fall 2017 - Gained an understanding of social science research, with a focus.

Bachelor Of Science - Bs, Chemistry | Theology