The 'Getting Started with ML Development' section is fairly poor here. Computer science fundamentals aren't always seen as being essential in engineering roles,

The 'Getting Started with ML Development' section is fairly poor here. Computer science fundamentals aren't always seen as being essential in engineering roles, but with ML at least a loose understanding of the underlying theory is crucial. Just throwing whatever the current trend is at a problem isn't appropriate, and if you're dealing with deep neural networks, could be a really severe way to waste money depending on scale and the task.