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GoogleCloudPlatform/asl-ml-immersion

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

View on GitHub↗Upstream GoogleCloudPlatform/asl-ml-immersion↗

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GoogleCloudPlatform

GoogleCloudPlatform

GoogleCloudPlatform • individual

Stars

2,552

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Forks

1,499

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Activity Score

0/100

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Created

Jun 12, 2020

Project creation date

README Summary

Overview This repository contains Jupyter notebooks meant to be run on Vertex AI. This is maintained by Google Cloud’s [Advanced Solutions Lab (ASL)](https://cloud.google.com/asl) team. [Vertex AI](https://cloud.google.com/vertex-ai) is the next generation AI Platform on the Google Cloud Platform. The material covered in this repo will take a software engineer with no exposure to machine learning to an advanced level.

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AI Dev Skills

Unmapped

AutoMLCloud-based ML WorkflowsComputer VisionData PreprocessingFeature EngineeringHyperparameter TuningMachine Learning EngineeringML Pipeline DevelopmentModel DeploymentModel Training and EvaluationNatural Language ProcessingNeural NetworksSupervised LearningTensorFlow ImplementationTime Series Forecasting

Tags

AutoMLCloud-based ML WorkflowsComputer VisionData PreprocessingFeature EngineeringHyperparameter TuningMachine Learning EngineeringML Pipeline DevelopmentModel DeploymentModel Training and EvaluationNatural Language ProcessingNeural NetworksSupervised LearningTensorFlow ImplementationTime Series ForecastingData ScienceDockerForkedGoogle AIGoogle CloudKerasKubeflowKubernetesMachine LearningNode.jsPythonPyTorchScikit-learnTensorFlowTransformersTutorialVertex AI

Taxonomy

AI Trends

MLOpsCloud-native MLAutoML

category

Model TrainingFoundation ModelsMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & Analytics

Deployment Context

Cloud APIServerless

Industries

EducationEnterprise Training

Modalities

TextImageTabularTime Series

Skill Areas

Machine Learning EngineeringCloud-based ML WorkflowsTensorFlow ImplementationFeature EngineeringModel Training and EvaluationML Pipeline DevelopmentData PreprocessingNeural NetworksSupervised LearningTime Series ForecastingComputer VisionNatural Language ProcessingAutoMLHyperparameter TuningModel Deployment

tag

Data ScienceDockerForkedGoogle AIGoogle CloudKerasKubeflowKubernetesMachine LearningNode.jsPyTorchPythonScikit-learnTensorFlowTransformersTutorialVertex AI

Use Cases

ML Engineering TrainingCloud ML EducationHands-on ML WorkshopsProfessional DevelopmentTechnical Skills Assessment

Recent Activity

Updated 2 months ago

7 Days

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30 Days

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90 Days

0

Merge pull request #767 from GoogleCloudPlatform/public-bucket-update

Takumi Ohyama • Mar 4, 2026

f5b4f33

Quality

production
Quality
medium
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingML Platform & InfrastructureOther AI / ML

PM Skills

Data & EvaluationScale & Reliability

Languages

Jupyter Notebook100.0%

Timeline

Project created
Jun 12, 2020
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 11, 2026

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