Fan 's Projects
USF MSDS691 (Relational Databases) Class Examples
University of San Francisco, Distributed Computing Class
ipynb files of a/b testing exercise
AIND Term 2 -- Lesson on Convolutional Neural Networks
Using python and pandas to build an interactive data analysis program upon bikeshare among three cities.
Confident Interval and Hypothesis Testing using Python
briefly analyze the COVID-19 outbreak in the United States with some comparison against China (worst hit area) along with a rough prediction of the spreading trend.
ipynb exercise files to scrap and clean data
seaborn/matplotlib ex.ipynb
Repo for the course "Fundamentals of Deep Learning with Pytorch"
a project to implement ETL, NLP and ML pipeline all together
data scientist nanodegree program ex
Contains files related to content and project of DSND
Contains files related to content and project of DSND Term 2
a project to analyse A/B test result run by an e-commerce website
feature importance and selection
classification ML project
Drag & drop UI to build your customized LLM flow
analyzed local and global temperature data and compare the temperature trends to overall global temperature trends.
look at relationships between demographics features, organize the population into clusters, and see how prevalent customers are in each of the segments obtained.
The Movie Database (TMDb) contains information about 10,000 movies collected from TMDb, including over 20 indicators. This document will go through each step from data wrangling, statistical analyse, data visualize to draw conclusions.
kmeans, kmeans++, SpectralClustering from scratch
machines learning exercise
Course notes for MSDS501, computational boot camp, at the University of San Francisco
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
Course syllabus, notes, projects for USF's MSDS689