Name: Vincent Pun
Type: User
Company: PricewaterhouseCoopers, LLP (PwC)
Bio: Northwestern University
MS in Data Science Candidate (2021);
University of Southern California
BS in Accounting (2016)
Location: United States
Blog: www.linkedin.com/in/vincentpun
Vincent Pun's Projects
Implementing A/B Tests in Python
MSDS 432 - Foundations of Data Engineering
Collection of Artificial Intelligence projects.
Apply traditional statistical methods such as PCA and FA to characterize political opinions within survey research data
Marketing Analytics - Discrete Choice experiment to analyze computer tablet configuration survey
Utilize autoencoders for anomaly detection and customer credit risk evaluation
Linkedin Learning - Customer Insights and Consumer Analytics for Organizations Tools and Analysis
Using Deep Autoencoders for predictions of movie ratings.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Coursera
Notebooks and code for the book "Introduction to Machine Learning with Python"
MSDS 422 Machine Learning (Kaggle Competitions)
A License Plate Image Reconstruction Project in Tensorflow2
General attitudinal post hoc segmentation analysis using survey research data to understand the market for social media/entertainment apps
Melbourne housing segmentation analysis to evaluate market trends and assess property values
MSDS 410 Data Modeling for Supervised Learning (R)
Applied Statistics, EDA, Data Analysis in R
Pandas
Applying unsupervised learning methods to cereal nutritional data