Data Engineering with Subhadip
Senior Data Engineer | Expert in GCP, Unix/Linux, Data, Web Tech, IoT, Raspberry Pi/Arduino | Online Courses on Data, Web, IoT, and Machine Learning and more.
APIs are often the unsung heroes of modern data pipelines! 🚀 From fetching data from SaaS platforms to ensuring reliable ingestion, designing robust data APIs is a must for any Data Engineer. Let's break down the key components like Pagination, Rate Limiting, Retries, and Best Practices. Swipe right to learn how to make your API pipelines bulletproof! 👉
Need to reprocess the last 6 months of data? 😬 Backfilling data doesn't have to mean breaking production or racking up massive cloud bills! Swipe through to learn the top strategies for safe historical data processing, including Idempotency, Chunking, and Shadow Pipelines.
Are you using UPSERTs in your data pipelines? Let me know in the comments! 👇
Follow .ca for more Data Engineering and Software Development tips! 🚀💻
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