I set out to do the Google Cloud Professional Machine Learning Engineer Certification in 5 months. Then someone (looking at you Dave) dared me to do it in 3.5 months.
Is this possible? - Let's see if Dave or I won the Dare!
How did I do it?
How would I do it?
Why do we talk about a hammer in this video?
Who is this Certificate for?
What do I wish I'd known before starting?
What have Sherlock Holmes, Satya Nadella, Carly Fiorina, Mitchell Kapor, Nick Bostrom, Jeff Weiner, Geoffrey Moore, Hilary Mason, Eric Schmidt, Peter Sondergaard, Stephen B. Hawking, Angela Ahrendts, Larry Page and Elon Musk in common? - These are just a few names that tell the same story: Data is there to be mined and insights extracted. And whoever does it first will win. It also means that these skills are a license to print money.
What is a ML Engineer?
Put simply: A ML Engineer takes a ML model, solution or pipeline developed e.g., by Data Scientists and transforms it into a production optimized and ready version.
There is a bit more to it, and some important considerations need to be made.
The Google Cloud Professional Machine Learning Engineer - GCPMLE - certification is a documentation for the capability to establish these pipelines on Google Cloud - GC - by selecting the appropriate combination of services.
I also visit what I'd wish I'd known before I started. This would have saved me a lot of time and frustration.
How to start a lab on Qwiklabs successfully and painlessly.
How to solve region issues in lab notebooks.
The brochure for the certification asks for 3 years experience on Google Cloud and a time investment of about 7 month.
I set out to complete this certification in 5 months. And then I got dared. Is it possible to complete this certification in 3.5 months?
00:00 Google Cloud Professional Machine Learning Engineer (GCPMLE) in 3.5 months?
01:14 The Dare
02:15 What is the Google Cloud Professional Machine Learning Engineer Certification?
03:32 What does it mean to have this certificate?
04:13 Will this certificate change job prospects?
05:18 Who would benefit from getting this certificate?
06:26 How would I go about getting the certificate in hindsight?
07:04 What are my impressions about the journey?
09:17 Recommendations to make life easier
11:19 Summary
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References:
Jeff Luppes' study guide: towardsdatascience.com/a-comprehensive-study-guide-for-the-google-professional-machine-learning-engineer-certification-1e411db4d2cf
hammer model: sketchfab.com/3d-model/dwarfen-hammer-6237aaf3b7884fddb553f945a07ab74
article re room scans: Bloomberg.com/opinion/articles/2022-08-30/that-online-test-may-be-a-violation-of-your-constitutional-rights
coursera GCPMLE course: coursera.org/professional-certificates/preparing-for-google-cloud-machine-learning-engineer-professional-certificate
GC certificate overview: cloud.google.com/certification/machine-learn-engineer
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