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Google Cloud Professional Data Engineer

This class was created by Brainscape user Julien Heck. Visit their profile to learn more about the creator.

By: Julien Heck
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Decks in this class (16)

0_GCP Fundamentals
Resource hierarchy resource hiera...,
Projects all gcp services you use...,
Folders folders offer flexible ma...
15  cards
1_Data Processing fundamentals
Data lifecycle ingestion is the p...,
Batch data batch data is ingested...,
Streaming data streaming data is ...
6  cards
2_Storage and Databases
Cloud storage bucket is a logical...,
Cloud storage cont 2,
Cloud sql direct lift and shift o...
17  cards
3_Pub/Sub
Tightly coupled system 1,
Loosely coupled system 2,
What is cloud pub sub 3
11  cards
4_Dataflow
What is dataflow auto scaling noo...,
Iam access control project level ...,
Data access and security 3
20  cards
5_Dataproc
What is cloud dataproc 1,
Lift shift vs lift leverage 2,
Using dataproc submit hadoop spar...
13  cards
6_Bigtable
What is cloud bigtable 1,
Cluster not no ops must configure...,
Data storage blocks of contiguous...
17  cards
7_BigQuery
Bigquery basics peta byte scale s...,
Bigquery key features 2,
Bigquery structure project contai...
30  cards
8_Cloud Datalab
Cloud datalab overview 1,
How it works manages datalab inst...,
Sharing notebook data 3
3  cards
9_Cloud Datastudio
Business intelligence 1,
What is data studio easy to use d...,
Basic process connect to data sou...
4  cards
10_Cloud Composer
Cloud composer overview 1,
Cloud composer architecture 2,
Workflows orchestrate data pipeli...
4  cards
11_Machine Learning
Ai vs ml vs dl 1,
Machine learning options 2,
What is machine learning 3
19  cards
12_Vertex AI
Scalar vector matrix tensor 1,
Neural networks neural network mo...,
Neuron weights multiplication of ...
16  cards
13_Pretrained ML API's
Pre trained ml models ready to go 1,
Automl suite of ml products facil...,
Evaluating models on automl vision 3
3  cards
14_Operationalizing Machine Learning
Operationalizing machine learning 1,
Kubeflow ml toolkit for kubernete...,
Kubeflow pipelines and components 3
4  cards
15_Dataprep
What is dataprep explore cleaning...,
How it works backed by cloud data...,
Iam dataprep user run dataprep in...
3  cards

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Google Cloud Professional Data Engineer

  • Class purpose General learning

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