Let’s start by looking at the conceptual architecture of a data science project which is created for a supply chain industry problem but can be applied to other problems also.
At first, this diagram may look a bit daunting but no worries we will explore each layer one by one and you will find it pretty easy in the end. We start from the bottom (Data Sources) and go up to (Presentation Layer).

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How thing works in a real-world Data science project: Conceptual architecture
1.95 GEEK