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Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.Data-Science-Toolbox
Examples and illustration of basic statistic concepts, probability distribution, Monte Carlo simulation, preprocessing and visualization techniques, and statistical testing.Lookalike-Model
Finding similar, high-valued users based on seed users. The model includes 1805 features using Hive HQL and AWS Redshift.Data-Engineering-Toolbox
Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.AI-for-Trading
Python notebooks and scripts for Udacity's AI for Trading nanoprogram.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).centaurwealth.io
Double-entry bookkeeping made easy for personal wealth management. Microservices. Kubernetes. CI&CD. Test driven development with NodeJs & Typescript. Ingress-nginx.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.GSN-with-HardHat
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 etcLifetime-Learning
IdiomGraph
GraphDB applied to ζθ―ζ₯ιΎsystem-design
Purchase-Intent-Model
A predictive model for customer purchase behavior in e-commerce context.Accounting
Grocery-Matter
A iOS accounting app for personal finance. Server code (PHP) connects the mobile app to a MySQL database. A Python notebook is also provided for SQL analytics and visualization.SF-Simulation
How much does SF30 cost?cassandra-masterclass
On-Leveraged-ETF
A brief study of the pros and cons of leveraged ETF, and recommendation on how to invest.Object-Oriented-Python
Proxy-Ownable
GPA-Monitor
A light-weight iOS app helping New York University students calculating their GPAs, including official GPA, cumulative GPA, departmental GPA, yearly GPA.Love Open Source and this site? Check out how you can help us