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Predict Housing Prices with Tensorflow and AI Platform

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Create Storage Bucket

Create the AI Platform notebook instance

Download lab notebook

Train and deploy the Model for Predictions

Predict Housing Prices with Tensorflow and AI Platform

1 ora 30 minuti 7 crediti

GSP418

Google Cloud Self-Paced Labs

Overview

In this lab, you will build an end to end machine learning solution using Tensorflow 1.x and AI Platform and leverage the cloud for distributed training and online prediction.

tf.estimator — a high-level TensorFlow API that greatly simplifies machine learning programming. Estimators encapsulate the following actions:

  • training
  • evaluation
  • prediction
  • export for serving

This lab is focused on interacting with Jupyter and AI Platform. Non-relevant concepts and code blocks are glossed over and are provided for you to execute in your Jupyter notebook.

Crea un account Qwiklabs per leggere il resto del lab e tanto altro ancora.

  • Acquisisci accesso temporaneo a Google Cloud Console.
  • Oltre 200 lab dal livello iniziale a quelli più avanzati.
  • Corsi brevi per apprendere secondo i tuoi ritmi.
Crea un account per iniziare questo lab