Duc Duong's repositories
duongquangduc.github.io
This repository is dedicated for my personal GitHub.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
watson_studio_lab
Watson Studio lab
API-Frameworks
This repository is dedicated for web technologies experiments
cloudpak-data-ai-workshop
Workshop for Data and AI Sessions
data-science-best-practices
The goal of this repository is to enable data scientists and ML engineers to develop data science use cases and making it ready for production use. This means focusing on the versioning, scalability, monitoring and engineering of the solution.
MLOps-Capstone-Project
This is the Capstone project I completed during the course MLOps and Systems organized by FourthBrain.ai. The course is 12-week Online cohort-based teaching the tools and skills to deploy, test, and monitor ML pipelines and models in production environments. For more information, please visit: https://www.fourthbrain.ai/mlops-and-systems.
SynapseML
Simple and Distributed Machine Learning
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
around-dataengineering
A Data Engineering & Machine Learning Knowledge Hub
solution-architecture
Solution Architecture links, articles, books, video lessons, etc.
The-Ultimate-Open-Learning-Resources
This is my list for the open learning resources of AI, Data Science, and Software Engineering.
pyspark-style-guide
This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.
PyPi_Package
Test uploading Python Packages into PyPi
Apache-Spark
Explore new features and best development practices of Apache Spark
Pandas-Data-Pipelines
Building data pipelines with Pandas dataframe
Data-Scientist-ND-Capstone-Project
This repository is the capstone project of Data Scientist Nanodegree by Udacity.
Data-Modeling-SQL
A sample of Data Modeling with SQL Database.
Data-Science-Blog-Post
This is the repository for project Data Science Blog Post, a part of the Data Science Nanodegree Program by Udacity.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Disaster-Response-Pipelines
This project is a part of the Data Scientist Nanodegree by Udacity
course-git-blog-project
Sample repo of a blog for the Git course
Data-Engineering
Projects related to Data Engineering
REST-API
Designing REST APIs
AI
Microsoft AI
Reinforcement-Learning
Experimenting on reinforcement learning algorithms
machine-learning
Content for Udacity's Machine Learning curriculum
Natural-Language-Processing
This repository is dedicated to the experiments of NLP algorithms
Deep-Learning
This repository is dedicated to the experiments deep learning algorithms