Pinned Repositories
AI-for-Trading
Python notebooks and scripts for Udacity's AI for Trading nanoprogram.
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.
blogs
All blogs are published in Toward Data Science for which I am an official author. This page contains friend links to directly access all my Medium blog posts without limit or membership requirement.
Data-Engineering-Toolbox
Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.
Data-Science-Toolbox
Examples and illustration of basic statistic concepts, probability distribution, Monte Carlo simulation, preprocessing and visualization techniques, and statistical testing.
docker-kubernetes-guide
Complete guide on Docker & Kubernetes container orchestration on local env and AWS ECS, EKS; persistent volume built on AWS EFS; multi-stage build; utility container etc
GSN-with-HardHat
IdiomGraph
GraphDB applied to 成语接龙
Lookalike-Model
Finding similar, high-valued users based on seed users. The model includes 1805 features using Hive HQL and AWS Redshift.
Syll2Vec-A-Phonetic-Approach-in-NLP
Implemented (in PyTorch) syllable embedding in a bidirectional attention flow (BiDAF) recurrent neural net. Improved upon baseline F1 score by 6.2% on Stanford Question and Answering Dataset (SQuAD 2.0).
shawlu95's Repositories
shawlu95/Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.
shawlu95/Data-Engineering-Toolbox
Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.
shawlu95/docker-kubernetes-guide
Complete guide on Docker & Kubernetes container orchestration on local env and AWS ECS, EKS; persistent volume built on AWS EFS; multi-stage build; utility container etc
shawlu95/Lifetime-Learning
shawlu95/system-design
shawlu95/memori-nft
A time-lapse NFT web3 app that transform writing process into collectible art pieces; Solidity; HardHat; ETH Main-net deployed; live website dapp
shawlu95/angular-first-app
shawlu95/Calculator-Layout-iOS13
Learn to Code While Building Apps - The Complete iOS Development Bootcamp
shawlu95/cassandra-masterclass
shawlu95/Centaur-Blockchain
shawlu95/chat-app-socket.io
shawlu95/Dicee-iOS13
Learn to Code While Building Apps - The Complete iOS Development Bootcamp
shawlu95/graphql-bookstore-app
shawlu95/kafka-streams-course
Learn Kafka Streams with several examples!
shawlu95/Magic-8-Ball-iOS13
Learn to Code While Building Apps - The Complete iOS Development Bootcamp
shawlu95/microservice-blog
shawlu95/microservice-ticketing-app
shawlu95/nodejs-advanced
shawlu95/nodejs-advanced-project
Starting project for a course on Advanced Node @ Udemy
shawlu95/oauth-google
shawlu95/rbay
shawlu95/react-e-commerce
shawlu95/react-github-search-users
shawlu95/react-projects
shawlu95/react-redux-toolkit-jobster
shawlu95/redis-masterclass
shawlu95/scala-spark-programming
shawlu95/spark-java
shawlu95/typescript-basics
shawlu95/udemy-scala-beginners