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nguyenminhdan2019's Projects

dev_social_network icon dev_social_network

Full stack social network app built with django, bootstrap including user authentications, permissions and more...

django_instagram icon django_instagram

Photo sharing social media site built with Python/Django. Based on Instagram's design.

husky icon husky

Python/Django Based Social Network. (Instagram Clone)

implicit icon implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

learn-machine-learning-in-two-months icon learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

librec icon librec

LibRec: A Leading Java Library for Recommender Systems, see

math-for-machine-learning icon math-for-machine-learning

Exploring math formulae behind machine learning has been obstacles to many engineers and I wanna help you to visualize them all. :)

movielens icon movielens

4 different recommendation engines for the MovieLens dataset.

netflix-movie-recommendation-system icon netflix-movie-recommendation-system

Developed a full-stack movie recommendation system with RESTful API to provide clients with 20 recommended movies. Determine the hit rate by collecting clients’ watching data to see if they watch the recommended movies afterwards. Continuous Integration for pipeline code. Automated daily model quality evaluation and system supervision with Jinkens. Designed and built the infrastructure that can incrementally deploy new versions of recommendation service triggered by canary release and A/B testing. Integrated with feedback loops mechanism to detect potential positive or negative feedback loops to further identify potential adversarial attacks. Implemented the monitoring and detection by applying lambda architecture to combine the stream and batch processing results to detect problematic behaviors. Comprehensive data quality control on raw data received from Kafka stream, especially focus on data schema issues, missing data, and duplicated data. Monitoring Dashboard UI with D3.js. Developed the whole web server by Flask. Containerized the whole service by Docker.

nnn icon nnn

n³ The missing terminal file manager for X.

online-book-store icon online-book-store

An online Book Store createed with Python / Flask rest, MySql,Angular and Bootstrap

python icon python

All Algorithms implemented in Python

spark-movie-lens icon spark-movie-lens

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

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