shawlu95

Pinned Repositories

• AI-for-Trading

  Python notebooks and scripts for Udacity's AI for Trading nanoprogram.

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• Beyond-LeetCode-SQL

  Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.

  Language:Jupyter Notebook1.1k132435

• 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.

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• Data-Engineering-Toolbox

  Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.

  Language:Jupyter Notebook160010

• Data-Science-Toolbox

  Examples and illustration of basic statistic concepts, probability distribution, Monte Carlo simulation, preprocessing and visualization techniques, and statistical testing.

  Language:Jupyter Notebook482018

• 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

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• GSN-with-HardHat

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• IdiomGraph

  GraphDB applied to 成语接龙

  Language:Jupyter Notebook3100

• Lookalike-Model

  Finding similar, high-valued users based on seed users. The model includes 1805 features using Hive HQL and AWS Redshift.

  Language:Jupyter Notebook333217

• 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).

  Language:Python7002

shawlu95's Repositories