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ai

Microsoft AI

apache-spark

Explore new features and best development practices of Apache Spark

api-frameworks

This repository is dedicated for web technologies experiments

around-dataengineering

A Data Engineering & Machine Learning Knowledge Hub

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

cloudpak-data-ai-workshop

Workshop for Data and AI Sessions

course-git-blog-project

Sample repo of a blog for the Git course

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

data-engineering

Projects related to Data Engineering

data-modeling-sql

A sample of Data Modeling with SQL Database.

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.

data-science-blog-post

This is the repository for project Data Science Blog Post, a part of the Data Science Nanodegree Program by Udacity.

data-scientist-nd-capstone-project

This repository is the capstone project of Data Scientist Nanodegree by Udacity.

deep-learning

This repository is dedicated to the experiments deep learning algorithms

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

disaster-response-pipelines

This project is a part of the Data Scientist Nanodegree by Udacity

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.

ibm-cloud-pak-for-data

machine-learning

Content for Udacity's Machine Learning curriculum

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.

natural-language-processing

This repository is dedicated to the experiments of NLP algorithms

pandas-data-pipelines

Building data pipelines with Pandas dataframe

partial-differential-equation

This project is a part of my thesis focusing on researching and applying the general-purpose graphics processing unit (GPGPU) in high performance computing. In this project, I applied GPU Computing and the parallel programming model CUDA to solve the diffusion equation.

pypi_package

Test uploading Python Packages into PyPi

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.

reinforcement-learning

Experimenting on reinforcement learning algorithms

rest-api

Designing REST APIs

solution-architecture

Solution Architecture links, articles, books, video lessons, etc.

synapseml

Simple and Distributed Machine Learning