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Data Engineering, Big Data, and Machine Learning on GCP

Coursera · Google Cloud · 2 HN comments

HN Academy has aggregated all Hacker News stories and comments that mention Coursera's "Data Engineering, Big Data, and Machine Learning on GCP" from Google Cloud.
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TensorflowBigqueryGoogle Cloud PlatformCloud Computing

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This course is offered by Google Cloud on the Coursera platform.
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Hacker News Stories and Comments

All the comments and stories posted to Hacker News that reference this url.
Coursera has great content from Industry partners (Google Cloud, Amazon AWS, IBM etc) that teach everything you need to know for hacking in cloud. These skills are not widely taught in University, but skills are highly valued in the Tech industry. Three specializations (a collection of courses) that are hands-on and I would highly recommend 1.) https://www.coursera.org/specializations/aws-fundamentals 2.) https://www.coursera.org/specializations/gcp-data-machine-le... 3.) Anything from deeplearning.ai [disclosure: I work at Coursera]
Former GCP support here. Bigtable and Cloud Datastore (or the newer, shinier Firestore) are very different, and meant for different purposes.

Bigtable is meant for wide-column data at high volume. If your data can be organized into simple rows and columns, and you plan on using massive amounts of it at high throughout (think IoT transactions, for example), then bigtable is the right choice.

Datastore, on the other hand, is for semi-structured data, with parent/child hierarchies, key value pairs, etc. It isn't run on a cluster of nodes like bigtable, but is managed behind the scenes as part of App Engine. It is slower than bigtable, but is more sophisticated, and offers client libraries for ORMs (ndb), SQL-like queries, and the like.

There's a brief comparison chart here: https://cloud.google.com/storage-options/

I also highly recommend the Google cloud data engineering course at Coursera: https://www.coursera.org/specializations/gcp-data-machine-le...

Or the instructor's book, " Data Science on the Google Cloud Platform: Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning"

https://www.amazon.com/dp/1491974567/ref=cm_sw_r_cp_apa_DILV...

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