Quissuiven Tai's repositories
nuswhispers-project
end-to-end project from webscraping to text data analysis to deployment as web application
churn-prediction
machine learning project from EDA and feature engineering to model building and feature selection to making business recommendations
cifar10-image-retrieval
Building an end-to-end image retrieval system
customer-friend-analysis
For each number of friends, find occurrence and plot histogram
kg-construction
automatic knowledge graph construction from unstructured educational text
ner-chinese-news
Building a model and API to extract entities from Online Chinese news articles
traffic-station-classification
In-depth analysis on Traffic volume patterns to inform Traffic Management policy
Data-Science-for-Marketing-Analytics
Achieve your marketing goals with the data analytics power of Python
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
iris-machinelearning
Machine Learning using Scikit-learn on Iris Dataset
pandas-indexing
Selecting and Indexing data using Pandas' loc and iloc functions
pandas-visualization
Visualizing data using Pandas plotting for EDA
project
GA DSI Project
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
sumrows-datacleaning
Reading multiple sheets, sum up each row in each sheet, return dataframe containing sums
tedtalks-analysis
Analysis on the Ted Talks dataset
testing-and-monitoring-ml-deployments
Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
timeseries-functions
Practice on fundamental Time Series functions
timeseries-futuresales
Time Series Analysis on Future Sales dataset
wine-analysis
EDA and Modeling using Pandas and Scikit-learn on Wine Dataset