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According to QWIKLABS:  This advanced-level quest is unique amongst the other Qwiklabs offerings. The labs have been curated to give IT professionals hands-on practice with topics and services that appear in the Google Cloud Certified Professional Data Engineer Certification. From Big Query, to Dataprep, to Cloud Composer, this quest is composed of specific labs that will put your Google Cloud data engineering knowledge to the test. Be aware that while practice with these labs will increase your skills and abilities, you will need other preparation, too. 



Lab Name Lab Code Lab Link Youtube Link
Creating a Data Transformation Pipeline with Cloud Dataprep GSP430 https://google.qwiklabs.com/focuses/4415?parent=catalog https://youtu.be/p3m9gH7i8oM
Building an IoT Analytics Pipeline on Google Cloud GSP088 https://google.qwiklabs.com/focuses/605?parent=catalog https://youtu.be/TQ4FPxzu00s
ETL Processing on Google Cloud Using Dataflow and BigQuery GSP290 https://google.qwiklabs.com/focuses/3460?parent=catalog https://youtu.be/Zdp42ZaQcTk
Predict Visitor Purchases with a Classification Model in BQML GSP229 https://google.qwiklabs.com/focuses/1794?parent=catalog https://youtu.be/d_1UvIUPokU
Predict Housing Prices with Tensorflow and AI Platform GSP418 https://google.qwiklabs.com/focuses/3644?parent=catalog https://youtu.be/CTFnfXQt9IY
Cloud Composer: Copying BigQuery Tables Across Different Locations GSP283 https://google.qwiklabs.com/focuses/3528?parent=catalog #

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