data engineering

If you're looking to get up to speed fast on data engineering and analytics, then here are ten free articles and videos you're going to want to check out. 1. How To Data Model – Real Life Examples Of How Companies Model Their Data https://www.theseattledataguy.com/how-to-data-model-real-life-examples-of-how-companies-model-their-data/ 2. Data Modeling - Complex Data Types and Cumulation By @Zach Wilson https://www.youtube.com/watch?v=5U-BbZ9G_xU 3. From Basics to Challenges: A Data Engineer's Journey with APIs https://seattledataguy.substack.com/p/from-basics-to-challenges-a-data 4. Building A Data Engineering Project - Starting A Data Analytics Project With Healthcare Data https://www.youtube.com/watch?v=Qp4BfEOq7zA&feature=youtu.be 5. Data pipelines and SCDs By @Julien Hurault https://juhache.substack.com/p/data-pipelines-and-scds 6. CDC Replication: What It Is, How It Works, & Best Practices https://estuary.dev/cdc-replication/?utm_source=SeattleDataGuy&utm_medium=social&utm_campaign=SeattleDataGuy 7. OLTP vs OLAP - Transactions Vs Analytics https://seattledataguy.substack.com/p/oltp-vs-olap-transactions-vs-analytics 8. Realtime Data Streaming | End To End Data Engineering Project https://www.youtube.com/watch?v=GqAcTrqKcrY 9.... See more

One skill every ML engineer has to master ↓ 𝗠𝗟 𝗦𝘆𝘀𝘁𝗲𝗺 𝗱𝗲𝘀𝗶𝗴𝗻 Yes. And do you know why? Because good ML system design has NOT changed at all in the last 5 years. And it won't. 𝗪𝗵𝘆 ❓___LINEB... See more

Data engineering is a difficult role to break into. There are WAY TOO MANY tools, solutions and skills that DEs are expected to know. You don't have to learn everything all at once. But if you are looking to read on some data engineering topics, here are 7 great ... See more