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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,
Projects,
Folders
15  cards
1_Data Processing fundamentals
Data lifecycle,
Batch data,
Streaming data
6  cards
2_Storage and Databases
Cloud storage,
Cloud storage cont,
Cloud sql
17  cards
3_Pub/Sub
Tightly coupled system,
Loosely coupled system,
What is cloud pub sub
11  cards
4_Dataflow
What is dataflow,
Iam access control,
Data access and security
20  cards
5_Dataproc
What is cloud dataproc,
Lift shift vs lift leverage,
Using dataproc
13  cards
6_Bigtable
What is cloud bigtable,
Cluster,
Data storage
17  cards
7_BigQuery
Bigquery basics,
Bigquery key features,
Bigquery structure
30  cards
8_Cloud Datalab
Cloud datalab overview,
How it works,
Sharing notebook data
3  cards
9_Cloud Datastudio
Business intelligence,
What is data studio,
Basic process
4  cards
10_Cloud Composer
Cloud composer overview,
Cloud composer architecture,
Workflows
4  cards
11_Machine Learning
Ai vs ml vs dl,
Machine learning options,
What is machine learning
19  cards
12_Vertex AI
Scalar vector matrix tensor,
Neural networks,
Neuron
16  cards
13_Pretrained ML API's
Pre trained ml models,
Automl,
Evaluating models on automl vision
3  cards
14_Operationalizing Machine Learning
Operationalizing machine learning,
Kubeflow,
Kubeflow pipelines and components
4  cards
15_Dataprep
What is dataprep,
How it works,
Iam
3  cards

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Google Cloud Professional Data Engineer

  • Class purpose General learning

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