data analytics

Yue Peng

617-***-**** ****.****@************.*** LinkedIn

Education

Northeastern University, Boston, MA April 2022

Master of Professional Studies in Analytics GPA: 3.714

Core Course: Predictive Analytics, Enterprise Analytics, Big Data Management, Data Mining Application

Miami University, Oxford, OH May 2020

Bachelor of Science in Mathematics

Core Course: Linear Algebra, Real Analysis, Optimization, Abstract Algebra, Calculus

Oversea Experience

Mathematics Study Abroad Program Barcelona June 2018 - July 2018

•Researched some concepts and applications in Mathematical Modeling and Geometry

•Solved problems that related to differential equations, Golden Ratio Number and Fibonacci number

•Applying knowledge of Mathematical Modeling in brain physiology by using the partial differential equation and analyzed the impact of the drug on the human brain

Research Experience

Carnegie Mellon University Online Scientific Research Aug. 2019 – Sept. 2019

•Developed an in-depth understanding of probability, statistic, logistic regression, and use in machine learning and evaluated the computer network to reduce the spam emails

•Explored the differences between supervised and unsupervised methods and optimized the computer system by applying regression analysis and Python programming

•Accomplished final project of Bayes Regression and its application in the computer system

Harvard University Lichtman Lab Research June 2020 – August 2020

•Explored the differences of mitochondria between human and rat and developed an in-depth understanding of Neuroscience

•Used data visualization tool VAST to provide the 3D image of mitochondria and analyzed some possible factors that will influence the shape of mitochondria

Work Experience

ByteDance Data Analytics Online Internship July 2021-August 2021

•Researched some parameters in e-commerce industry, like UV, PV and Retention Analysis

•Utilized machine learning algorithms such as Funnel Analysis and Retention Analysis to understand customers’ preference and improved the weaknesses of the products

•Enhanced the popularity and value of different products by making models such as AARRR and RMF in Python

Academic Project

Diplomacy Lab Project, Northeastern University March 2021-April 2021

•Creating data visualization dashboards in Tableau to find out the G77 countries’ voting patterns and analyzed the potential factors that can influence their voting behavior, like geographic location, general categories, voting topics and date

•Data cleaning and processing for the project about 100000 records in Python and Excel

•Applying some insights in political issues and collaborated with Global Study groups to complete the project

Academic Achievements

Data Visualization and Storytelling Basics Badge, Northeastern University April 2021

•Implemented data visualization tools to communicate relevant and useful information from data

Leading Teams Strategically in a Complex Global Environment Badge, Northeastern University February 2021

•Applied the leadership knowledge in a team and maximized the effectiveness in a complex environment

Leadership Experience

Chinese Culture Art Association & Confucius Institute Miami University

Leader of Drum Part, Student Journalist September 2017 - October 2017

•Engaged in Confucius Institute and propagated Chinese culture by holding performance in nearby communities and other cities

•Assisted in event planning and served as a student journalist

Technical Skills

Scripting Languages: SQL, Java, Python, R

Visualization Tools: Tableau, Python Libraries (Matplotlib, Seaborn), R Library (ggplot)

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