August 2025
Intermediate to advanced
476 pages
14h 23m
Italian
book
Guida allo studio per AWS Certified Data Engineer Associate
by Sakti Mishra, Dylan Qu, Anusha Challa
Content preview from Guida allo studio per AWS Certified Data Engineer Associate
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Capitolo 4. Ingestione e trasformazione dei dati
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La capacità di raccogliere, ingerire e trasformare in modo efficiente i dati provenienti da fonti diverse è fondamentale per ottenere informazioni preziose e decisioni ben informate. Le organizzazioni si sforzano costantemente di ottenere informazioni dai propri dati analizzando le risorse di dati e prendendo decisioni aziendali migliori attraverso l'analisi dei dati.
Per gli ingegneri dei dati, l'ottimizzazione del processo di ingestione e trasformazione dei dati end-to-end è una responsabilità fondamentale. Spesso hanno il compito di creare pipeline affidabili che alimentino le iniziative data-driven di un'organizzazione. Tuttavia, la scelta delle soluzioni appropriate per l'ingestione e la trasformazione dei dati è fondamentale, in quanto diverse varietà di fonti di dati con volumi, velocità ed esigenze di trasformazione variabili possono richiedere l'uso di diversi servizi e approcci AWS.
In questo capitolo imparerai a fare quanto segue:
Progettare e implementare pipeline di ingestione dei dati efficienti utilizzando i servizi AWS appropriati
Scegliere i servizi AWS giusti per l'elaborazione dei dati in tempo reale/vicino al tempo reale e in batch.
Creare pipeline di dati affidabili per scenari batch e real-time
Implementare strategie efficienti di trasformazione dei dati
Applicare le migliori ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.