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GoogleCloudPlatform/data-science-on-gcp

data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

View on GitHub↗Upstream GoogleCloudPlatform/data-science-on-gcp↗

Builder

GoogleCloudPlatform

GoogleCloudPlatform

GoogleCloudPlatform • individual

Stars

1,427

Using upstream star count

Forks

727

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Feb 10, 2017

Project creation date

README Summary

<table> <tr> <td> <img src="cover_edition2.jpg" height="100"/> </td> <td> <a href="https://www.amazon.com/Data-Science-Google-Cloud-Platform/dp/1098118952/">Data Science on the Google Cloud Platform, 2nd Edition</a> <br/> Valliappa Lakshmanan <br/> O'Reilly, Apr 2022 </td> <td> Branch <a href="https://github.com/GoogleCloudPlatform/data-science-on-gcp/">2nd Edition</a> [also main] </td> </tr> <tr> <td> <img src="https://images-na.ssl-images-amazon.com/images/I/51dgw%2BC

Community Evaluation

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AI Dev Skills

Unmapped

Apache Beam ProcessingBatch and Stream ProcessingBigQuery AnalyticsCloud-based Machine LearningCloud ML OperationsData Pipeline EngineeringData Preprocessing at ScaleFeature EngineeringModel Training and DeploymentTensorFlow Model Development

Tags

Apache Beam ProcessingBatch and Stream ProcessingBigQuery AnalyticsCloud-based Machine LearningCloud ML OperationsData Pipeline EngineeringData Preprocessing at ScaleFeature EngineeringModel Training and DeploymentTensorFlow Model DevelopmentData ScienceForkedGoogle CloudMachine LearningTensorFlow

Taxonomy

AI Trends

MLOpsCloud-native AIScalable ML Infrastructure

category

Model TrainingCloud & PlatformsData Science & Analytics

Deployment Context

Cloud APIServerless

Industries

AviationTransportation

Modalities

Tabular

Skill Areas

Cloud-based Machine LearningData Pipeline EngineeringFeature EngineeringModel Training and DeploymentBigQuery AnalyticsApache Beam ProcessingTensorFlow Model DevelopmentCloud ML OperationsData Preprocessing at ScaleBatch and Stream Processing

tag

Data ScienceForkedGoogle CloudMachine LearningTensorFlow

Use Cases

Flight Delay PredictionLarge-scale Data ProcessingCloud ML Pipeline DevelopmentReal-time AnalyticsPredictive ModelingData Warehouse Analytics

Recent Activity

Updated 3 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Cloud & PlatformsPrimaryData Science & AnalyticsModel TrainingOther AI / ML

PM Skills

Data & Evaluation

Languages

Jupyter Notebook100.0%

Timeline

Project created
Feb 10, 2017
Forked
Mar 13, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Feb 20, 2026

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