GoogleCloudPlatform/asl-ml-immersion
asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
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Jun 12, 2020
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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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AutoMLCloud-based ML WorkflowsComputer VisionData PreprocessingFeature EngineeringHyperparameter TuningMachine Learning EngineeringML Pipeline DevelopmentModel DeploymentModel Training and EvaluationNatural Language ProcessingNeural NetworksSupervised LearningTensorFlow ImplementationTime Series Forecasting
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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
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Machine Learning EngineeringCloud-based ML WorkflowsTensorFlow ImplementationFeature EngineeringModel Training and EvaluationML Pipeline DevelopmentData PreprocessingNeural NetworksSupervised LearningTime Series ForecastingComputer VisionNatural Language ProcessingAutoMLHyperparameter TuningModel Deployment
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MLOps & InfrastructurePrimaryDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingML Platform & InfrastructureOther AI / ML
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Jupyter Notebook100.0%
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- 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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