Data Engineering Pipeline Detailed Test Plan Example
.%20Some%20of%20these%20tools%20have%20essential%20built-in%20components%20or%20can%20be%20combined%20with%20other%20tools%20to%20perform%20desired%20data%20engineering%20operations.%20While%20some%20tools%20are%20wholly%20or%20partly%20commercial%2C%20several%20open-source%20tools%20are%20available%20to%20perform%20expert-level%20data%20engineering%20tasks.%20This%20survey%20examines%20the%20broad%20categories%20and%20examples%20of%20pipeline%20tools%20based%20on%20their%20design%20and%20data%20engineering%20intentions.%20These%20categories%20are%20Extract%20Transform%20Load%2FExtract%20Load%20Transform%20(ETL%2FELT)%2C%20pipelines%20for%20Data%20Integration%2C%20Ingestion%2C%20and%20Transformation%2C%20Data%20Pipeline%20Orchestration%20and%20Workflow%20Management%2C%20and%20Machine%20Learning%20Pipelines.%20The%20survey%20also%20provides%20a%20broad%20outline%20of%20the%20utilization%20with%20examples%20within%20these%20broad%20groups%20and%20finally%2C%20a%20discussion%20is%20presented%20with%20case%20studies%20indicating%20the%20usage%20of%20pipeline%20tools%20for%20data%20engineering.%20The%20studies%20present%20some%20first-user%20application%20experiences%20with%20sample%20data%2C%20some%20complexities%20of%20the%20applied%20pipeline%2C%20and%20a%20summary%20note%20of%20approaches%20to%20using%20these%20tools%20to%20prepare%20data%20for%20machine%20learning.)
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