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TensorFlow
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  • Introduction
    New to TensorFlow?
  • Tutorials
    Learn how to use TensorFlow with end-to-end examples
  • Guide
    Learn framework concepts and components
  • Learn ML
    Educational resources to master your path with TensorFlow
API
  • TensorFlow (v2.16.1)
  • Versions…
  • TensorFlow.js
  • TensorFlow Lite
  • TFX
Ecosystem
  • LIBRARIES
  • TensorFlow.js
    Develop web ML applications in JavaScript
  • TensorFlow Lite
    Deploy ML on mobile, microcontrollers and other edge devices
  • TFX
    Build production ML pipelines
  • All libraries
    Create advanced models and extend TensorFlow
  • RESOURCES
  • Models & datasets
    Pre-trained models and datasets built by Google and the community
  • Tools
    Tools to support and accelerate TensorFlow workflows
  • Responsible AI
    Resources for every stage of the ML workflow
  • Recommendation systems
    Build recommendation systems with open source tools
Community
  • Groups
    User groups, interest groups and mailing lists
  • Contribute
    Guide for contributing to code and documentation
  • Blog
    Stay up to date with all things TensorFlow
  • Forum
    Discussion platform for the TensorFlow community
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Overview Tutorials Guide TFX-Addons API
TensorFlow
  • Install
  • Learn
    • More
    • Overview
    • Tutorials
    • Guide
    • TFX-Addons
    • API
  • API
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  • Ecosystem
    • More
  • Community
    • More
  • Why TensorFlow
    • More
  • GitHub
  • Get started with TFX
  • TFX: Getting started tutorials
  • 1. Starter pipeline
  • 2. Adding data validation
  • 3. Adding feature engineering
  • 4. Adding model analysis
  • TFX: Interactive tutorials
  • Interactive tutorial (TF2 Keras)
  • Interactive tutorial (Estimator)
  • TFX on Google Cloud
  • Running on Vertex Pipelines
  • Read data from BigQuery
  • Vertex AI Training and Serving
  • Cloud AI Platform Pipelines tutorial
  • TFX: Advanced tutorials
  • LLM finetuning and conversion
  • Custom component tutorial
  • Recommenders with TFX
  • Ranking with TFX
  • Airflow tutorial
  • Neural Structured Learning in TFX
  • Data Validation
  • Get started with TFDV
  • Transform
  • Preprocess data (beginner)
  • Preprocess data (advanced)
  • Data preprocessing for ML with Google Cloud
  • Model Analysis
  • Get started with TFMA
  • Fairness Indicators tutorial
  • Deploy a trained model
  • Servers: TFX for TensorFlow Serving
  • Mobile & IoT: TFX for TensorFlow Lite
  • ML Metadata