Comment on Data Science –The need for a Systems Engineering approach by PEP
Systems Engineering also takes a ‘System of Systems’ approach. Systems engineering problems are solved using the following steps: (as per INCOSE): State the problem, Investigate Alternatives, Model the system, Integrate, Launch the system, Assess performance, Re-evaluate. They often also involve working with systems patterns as part of the basic ideas of systems thinking.
- ▪Systems Engineering also takes a ‘System of Systems’ approach.
- ▪Systems engineering problems are solved using the following steps: (as per INCOSE): State the problem, Investigate Alternatives, Model the system, Integrate, Launch the system, Assess performance, Re-evaluate.
- ▪They often also involve working with systems patterns as part of the basic ideas of systems thinking.
KDnuggets » Comments Feed files mainly under ai. We currently carry 9 of its stories.
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| Original publisher | KDnuggets » Comments Feed |
| Canonical URL | https://www.kdnuggets.com/2017/10/data-science-systems-engineering-approach.html#comment-182653 |
| Publication time | Mon, 27 Jul 2026 11:09:25 +0000 |
| Retrieval time | 2026-07-27T11:12:28.078Z |
| Last seen | 2026-07-27T11:12:28.078Z |
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Opening excerpt (first ~120 words) tap to expand
comments Background The discipline of Systems Engineering originated at Bell Labs in the 1940s and was popularized by the deployment of complex programs in the Military and at NASA As per the International Council on Systems Engineering (INCOSE), “Systems Engineering is an engineering discipline whose responsibility is creating and executing an interdisciplinary process to ensure that the customer and stakeholder's needs are satisfied in a high quality, trustworthy, cost efficient and schedule compliant manner throughout a system's entire life cycle. ” Systems engineering covers aspects such as: Interdisciplinary functions, End to end management , Complex systems, lifecycle management, formal Requirements engineering, reliability, logistics etc.
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