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ussseron Theoretical Impediments to Machine Learning [pdf]

A newer, extended version here : ftp://ftp.cs.ucla.edu/pub/stat_ser/r475.pdf

ussseron Machine Learning from scratch: Bare bones implementations in Python

Cool! How long did it take to learn and implement these models?

ussseron Discovering Anomalies in Real-Time with Apache Flink

Flink handles failures pretty well with its automated checkpointing mechanism (in addition to an other feature called "Savepoints", which allows you make a manual snapshot of the current state of the streaming pipeline to restore from it later in case of failure).

You can find more details in the docs:

- https://ci.apache.org/projects/flink/flink-docs-release-1.2/...