Data Engineering
Ingest & Discover- Data Fusion, Pub/Sub, Dataflow, Datastream, Storage/BigQuery data transfer
Process - Dataflow, Dataproc, Dataprep, Data Labeling
Store - GCS, BigQuery, Cloud SQL, Bigtable, Dataplex
Catalog - Data Catalog, Vertex Metadata
2/8
Let's break down the
steps of
#DataScience in this #GCPSketchnote
Data Engineering
Data Analysis
Model Development
ML Engineering
Insights Activation
Orchestration
Now, let's see each of these in this thread
1/8pic.twitter.com/eqb6zr136R
![](https://webcf.waybackmachine.org/web/20220104180047im_/https://pbs.twimg.com/media/FIRsuS_WUA4yn13.jpg)
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Show this thread
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Data Analysis
Exploration
Processing
Insights Some
@GoogleCloudTech tools that help in this stage are Vertex AI Workbench, BigQuery, Looker, Dataflow, Dataproc, Dataprep, Data Studio 3/8Show this thread -
Model Development
Feature Engineering
Model Training
Feature Store
Model Registry
Model Evaluation Some
@GoogleCloudTech tools that help in this stage are BigQuery ML, Vertex AI Workbench, AutoML, Vizier, Tensorboard, Spark on Google Cloud. 4/8Show this thread
End of conversation
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