Yifei's starred repositories
YouTube-Blog
Codes to complement YouTube videos and blog posts on Medium.
data-engineering-practice
Data Engineering Practice Problems
production-data-science
Production Data Science: a workflow for collaborative data science aimed at production
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
scikit-uplift
:exclamation: uplift modeling in scikit-learn style in python :snake:
aws-solutions-architect-associate-notes-SAAC03
AWS Solutions Architect Associate Notes (For SAA-C03)
private-gpt
Interact with your documents using the power of GPT, 100% privately, no data leaks
Digital-Marketing-Analytics
This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics
just-the-docs
A modern, high customizable, responsive Jekyll theme for documentation with built-in search.
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
goodreads_etl_pipeline
An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.
Northwind-Dashboard
The files and scripts included in the creation of my Northwind Dashbaord
tensorflow-lifetime-value
Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
HumanDiseaseOntology
Repository for the Human Disease Ontology.
MenstruatioNN
LSTM to predict menstruation and menstrual cycles.
Android-SimpleTimeTracker
Simple app that tracks time.
full-stack-fastapi-template
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.