Machine Learning

IBIS 2019の機械学習工学企画セッションに登壇しました

ML in productionの課題について話しました

Machine Learning in Production Wiki

Machine Learning infrastructure/architecture/operation for productionization

MLOpsの歩き方 (Beginners Guide to MLOps)

This article covers very biginning guide for MLOps, i.e., What is MLOps? How do tech giants make Machine Learning systems? What challenges are important? or major open sources for MLOps. This article is written in Japanese.

仕事ではじめる機械学習 (Machine Learning for Business)

First book for how to design Machine Learning systems and how to proceed Machine Learning projects. This book is originally written in Japanese, but available in Korean, Simplified Chinese, and Traditional Chinese.