WIP

Let’s take a sneak peek into the world of Monzo, the digital banking rocking around 8 million accounts, mostly in the UK. When they hit 4 million customers there were just eight tech folks on the infrastructure and reliability team running the show on AWS.

The article will be covering the risks of ML and Google’s responsible AI practices. This article has a predecessor, for a better understanding, I would recommend you have a look at the previous article.

The article is my attempt to capture Section 1- “Frame ML problems” of the Professional Machine Learning Engineer (PMLE) certification exam. Even though the topics are aligned to PMLE, readers who are interested to know about defining business challenges as an ML use case, establishing success criteria, and mitigating risks of ML solutions will also find it useful.

Serve and process real-time data with a Tensorflow model using Pub-Sub, Cloud Dataflow, BigQuery and Vertex AI.

Some of the common product metrics used in product management.

Summary of Booking.com's RS, their Machine Learning Productionization System.