Alan Choon's repositories
Data-Engineering-Projects
Personal Data Engineering Projects
Movalytics-Data-Warehouse
Data pipeline performing ETL to AWS Redshift using Spark, orchestrated with Apache Airflow
Loan-Default-Prediction
Loan Default Prediction using PySpark, with jobs scheduled by Apache Airflow and Integration with Spark using Apache Livy
Data-Science-Portfolio
Personal Data Science Projects
Fun-Projects
Projects done in the past to familiarize with Javascript and Python
Flower-App
Flower Classification Web Application (Built with Flask)
Coronavirus-Streamlit-App
Coronavirus Live Dashboard
ML-Engineering-Projects
Set-up end to end, from experimentation to ML deployment
recommender-system
This repo contains implementation of recommender systems (mainly as a practice to get familiar with the concepts of recommendations)
data-science-interviews
Data science interview questions and answers
Deep-Learning-Specialization-by-deeplearning.ai
Image Classification and Sequence Models
Deterministic-Optimization-Problems
A repository for practicing deterministic optimization problems, coded in Python
ML-ToolBox
Reusable functionalities across different machine learning problems
Four-Pillars-of-Object-Oriented-Programming
Code to practice OOP principles
Pairwise-Assoc-Rules
Reusable functions for Pairwise Association Rules Mining
Paper-Reviews
My opinions and thoughts on research papers
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.