Heng Li's repositories
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Algorithms
A collection of algorithms and data structures
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
data-science-nanodegree-projects
Udacity data scientist nanodegree projects
datasci-course-materials
Public repository for course materials for the Data Science at Scale Specialization at Coursera
disaster-response-classifier
A web-based pipeline to classify messages potentially related to disaster response
dive-data
Personal website showcasing data science projects
spark-machine-learning-sparkify
Data wrangling and machine learning in pySpark.
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
FreeML
Data Science Resources (Mostly Free)
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
mlflow
Open source platform for the machine learning lifecycle
nycvisualization
Data Visualizations for New York City
pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
plotly-datasets
Datasets used in Plotly examples and documentation
practical-statistics-for-data-scientists
Code repository for O'Reilly book
Public-Policy-Analytics-Landing
All the data for the Public Policy Analytics book by Ken Steif can be downloaded from this repo
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
time-series-analysis
Self study on Cryer and Chan's "Time series analysis with applications in R"
udemy-docker-mastery
Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud
zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.