rongpenl
Educational programming, data and technology content. Bullshit free and stress-free.
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Pinned Repositories
3.1-firebase-basics
Firebase - The Basics
aws-solution-architect-associate-review
Review materials
birdwatch
Cookbook
The Data Engineering Cookbook
d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
DataEngineeringProject
Example end to end data engineering project.
order-book-simulation
order book simulation with Kafka, Streamlit & MLOps tools
rongpenl
GitHub Profile
simulation_with_python
Source Code for Simulation with Python
rongpenl's Repositories
rongpenl/HandsOnStatisticsForDataScience
The official repo for hands-on statistics for data science
rongpenl/k16math-course
computational thinking for every kid.
rongpenl/algorithms-and-oj
Some OJs' answers writren by Python/JS/C++/Java
rongpenl/cinema-microservice
Example of a cinema microservice
rongpenl/data-science-at-the-command-line
Data Science at the Command Line
rongpenl/data-scientists-guide-apache-spark
Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.
rongpenl/ddia
《Designing Data-Intensive Application》DDIA中文翻译
rongpenl/design-patterns-for-humans
An ultra-simplified explanation to design patterns
rongpenl/DIP
UCLA QCBio Collaboratory workshop 21: Digital Image Analysis with Python
rongpenl/ELK_twitter
This is a data pipeline for Twitter (ETL) using the elastic stack Elasticsearch, Logstash and Kibana (version 6.1)
rongpenl/goodreads_etl_pipeline
An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.
rongpenl/heap-looker-block-merchandising
rongpenl/heap-looker-block-overview
rongpenl/learning-react
The code samples for Learning React by Alex Banks and Eve Porcello, published by O'Reilly Media
rongpenl/pure-bash-bible
📖 A collection of pure bash alternatives to external processes.
rongpenl/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
rongpenl/system_design
Preparation links and resources for system design questions
rongpenl/tensorflow-internals
It is open source ebook about TensorFlow kernel and implementation mechanism.
rongpenl/URL-shortening-service
🛰️a full stack web application delivering URL shortening service based on MEAN stack. ##Tech Stack: Angular.js, Node.js, Express, MongoDB, Redis, Ngnix
rongpenl/vuejs-firebase-shopping-cart
Shopping cart demo using Vuejs and Firebase
rongpenl/vuejs-slack-clone-realtime
Slack clone using VueJS and firebase