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GoogleCloudPlatform/tensorflow-without-a-phd

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

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GoogleCloudPlatform

GoogleCloudPlatform

GoogleCloudPlatform • individual

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Created

May 9, 2018

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README Summary

<table width="100%"> <tr> <td width="50%"> <H2>Featured code sample</H2> <b><a href="tensorflow-planespotting">tensorflow-planespotting</a></b><br/> Code from the Google Cloud NEXT 2018 session "Tensorflow, deep learning and modern convnets, without a PhD". Other samples from the "Tensorflow without a PhD" series are in this repository too. <td width="50%"><a href="https://youtu.be/KC4201o83W0"><img alt="Tensorflow,

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AI Dev Skills

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Convolutional Neural NetworksDeep Learning Architecture DesignImage ClassificationMachine Learning EngineeringMNIST Digit RecognitionNeural Network FundamentalsRecurrent Neural NetworksTensorFlow Development

Tags

Convolutional Neural NetworksDeep Learning Architecture DesignImage ClassificationMachine Learning EngineeringMNIST Digit RecognitionNeural Network FundamentalsRecurrent Neural NetworksTensorFlow DevelopmentComputer VisionCourseDeep LearningEmbeddingsForkedGoogle CloudMachine LearningReinforcement LearningTensorFlowTutorialWeights & Biases

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ML EducationDeveloper Onboarding

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Model TrainingRAG & RetrievalObservability & MonitoringComputer VisionCloud & PlatformsLearning Resources

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Self-hosted

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Education

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Skill Areas

Neural Network FundamentalsTensorFlow DevelopmentConvolutional Neural NetworksRecurrent Neural NetworksImage ClassificationMNIST Digit RecognitionDeep Learning Architecture DesignMachine Learning Engineering

tag

Computer VisionCourseDeep LearningEmbeddingsForkedGoogle CloudMachine LearningReinforcement LearningTensorFlowTutorialWeights & Biases

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Machine Learning EducationDeveloper TrainingNeural Network TutorialHands-on ML Learning

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Updated 2 years ago

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production
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medium
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production

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RAG & RetrievalPrimaryObservability & MonitoringCloud & PlatformsLearning ResourcesModel TrainingComputer VisionSafety & AlignmentOther AI / ML

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Jupyter Notebook100.0%

Timeline

Project created
May 9, 2018
Forked
Mar 13, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
May 3, 2024

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