Vincent Pun's repositories
Melbourne-Housing-Market-Segmentation-Analysis
Melbourne housing segmentation analysis to evaluate market trends and assess property values
MSDS410-Data-Modeling-for-Supervised-Learning
MSDS 410 Data Modeling for Supervised Learning (R)
Kaggle-Competitions
MSDS 422 Machine Learning (Kaggle Competitions)
Market-Segmentation-Analysis
General attitudinal post hoc segmentation analysis using survey research data to understand the market for social media/entertainment apps
AB_Testing
Implementing A/B Tests in Python
Algorithms
MSDS 432 - Foundations of Data Engineering
Artificial-Intelligence-Projects
Collection of Artificial Intelligence projects.
Characterizing-Political-Opinions
Apply traditional statistical methods such as PCA and FA to characterize political opinions within survey research data
Conjoint-Analysis
Marketing Analytics - Discrete Choice experiment to analyze computer tablet configuration survey
Credit-Risk-Assessment
Utilize autoencoders for anomaly detection and customer credit risk evaluation
Customer-Insights-and-Consumer-Analytics
Linkedin Learning - Customer Insights and Consumer Analytics for Organizations Tools and Analysis
Deep-Autoencoders-For-Collaborative-Filtering
Using Deep Autoencoders for predictions of movie ratings.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Intro-to-Time-Series
Coursera
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
License-super-resolution
A License Plate Image Reconstruction Project in Tensorflow2
MSDS410_Stats_EDA
Applied Statistics, EDA, Data Analysis in R
Pandas
Pandas
Visualization-Exercise-Breakfast-Cereals
Applying unsupervised learning methods to cereal nutritional data