Joshua Phuong Le's Projects
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
to test out automation solutions on cloud
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
This is some tutorial to get you started with Azure ML Service
My implementation of image classification using convolutional neural network
A collection of all experiments related to data science
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
Repo for Deep learning for Production Book
forked final version of the book
practicing devops with Azure
beginner tutorial for Docker
preparation for dp100 exam
Data sets and ML models versioning example from DVC get started
Flask tutorial from Real Python
revision of importing modules
A project I did with Land Transport Authority, a statutory board, whose main role is to manage the transportation infra of Singapore which includes public transport like bus and trains. The agency was interested to understand how the bus services were being utilized by commuters during peak hours and if interventions could be introduced to further enhance commuter experience on bus services e.g. shorter waiting time, faster trips with skipping of bus stops etc. This required understanding archetypes of travel patterns by commuters in bus services. This project is an extension of what was previously done here: https://blog.data.gov.sg/fingerprint-of-a-bus-route-73e5be53dcf0
Pytorch Implementation of CNN for image classification on Intel dataset
Documentation of my analytics projects using SAS JMP Pro 16
Config files for my GitHub profile.
Mastering Azure Machine Learning - Second Edition, published by Packt
Simple analysis of the Melbourne Housing Market dataset on Kaggle, with focus on tree-like data structure and OOP
Melbourne housing market data analysis, packaging style
Azure MLOps - Forked from MG's repository
Template for ML / Data Science projects
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent