christnguyen Goto Github PK

a-pytorch-tutorial-to-image-captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-production-machine-learning

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

awesome-recommender-system

The collection of papers about recommender system

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

aws-machine-learning-speciality

A guide to AWS Machine Learning Certified - Speciality

cemsarier.github.io

Data Science Portfolio

christnguyen.github.io

classification_pytorch

code_snippets

coding-interview-university

A complete computer science study plan to become a software engineer.

collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

credit-risk-modeling-in-python

Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Computed Weight of Evidence and price elasticities.

credit-risk-modelling

data-platform

Setup tools for data platform on k8s

data-structure-and-algorithm-python

building some algorithm to undestading data structure

data_stack-k8s

This Repository contains some helm and docker compose to build data stack on k8s

ieee-cis-fraud-detection

Top 3.5% solution to kaggle competetion IEE-CIS-Fraud detection.

image-caption-with-attention

jobsalaryprediction

list_of_recommender_systems

A List of Recommender Systems and Resources

log-analysis-for-anomaly-detection

Full pipeline for log analysis and anomaly detection.

lung-cancer-detection-

Unet for lung cancer

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.

machine-learning-model

buidding machine learning model from scratch

ml-serving-bentoml

this Repo show how to serve ML model with Bentoml

ml-serving-kserve

this Repo show how to serve ML model with Kserve

ml-serving-seldon-core

this Repo show how to serve ML model with seldon core

ner_named_entity_recognition

NER_named_entity_recognition using LSTM _CRF