Data Science

2021/11/02 Reproducible data science environments using Conda and Docker
2021/05/20 Using PySpark and Spark MLlib to generate Association Rules from continuous features
2021/05/12 Basic usage of GluonTS for probabilistic, deep learning-based time series forecasting
2021/05/11 Sample Dockerfile for deploying R Shiny apps on ShinyProxy
2020/07/08 My top 6% solution in the Kaggle M5 Forecasting - Accuracy competition using a machine learning ensemble
2020/07/03 Distributed training using AWS, Python, and boto3
2020/06/07 A supervised learning strategy for detecting rare classes using data-centric ensembling
2019/12/07 Object detection using AWS, Python, and GluonCV