Absolutely agree, the major challenge has been to explain to software engineers that the pick up an algo from github, monkey see monkey do a tutorial followed b

Absolutely agree, the major challenge has been to explain to software engineers that the pick up an algo from github, monkey see monkey do a tutorial followed by automl or grid search is pretty irrelevant nowadays. If you can’t implement any existing algorithm from a scientific paper it is pretty hard to understand the flexibility that is required designing a training pipeline. In terms of tech stacks, cloud providers’ sample architectures and code samples are a base for cloud components and API understanding and not actual implementations.