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/Lookalike-Model
Finding similar, high-valued users based on seed users. The model includes 1805 features using Hive HQL and AWS Redshift.
shawlu95/AI-for-Trading
Python notebooks and scripts for Udacity's AI for Trading nanoprogram.
shawlu95/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/DreamNet
We evaluated the performance of the state-of-the-art model for instance segmentation, Mask R-CNN, on the newly-released Mapillary dataset. The results surpassed benchmarks performance.
shawlu95/Purchase-Intent-Model
A predictive model for customer purchase behavior in e-commerce context.
shawlu95/ebooks
shawlu95/GPA-Monitor
A light-weight iOS app helping New York University students calculating their GPAs, including official GPA, cumulative GPA, departmental GPA, yearly GPA.
shawlu95/On-Leveraged-ETF
A brief study of the pros and cons of leveraged ETF, and recommendation on how to invest.
shawlu95/CS-Notes
:books: 技术面试必备基础知识、Leetcode 题解、后端面试、Java 面试、春招、秋招、操作系统、计算机网络、系统设计