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Predict Housing Prices with Tensorflow and AI Platform

Predict Housing Prices with Tensorflow and AI Platform

2 个小时 7 个积分

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.

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  • 获取对“Google Cloud Console”的临时访问权限。
  • 200 多项实验,从入门级实验到高级实验,应有尽有。
  • 内容短小精悍,便于您按照自己的节奏进行学习。
加入以开始此实验
分数

—/100

Create Storage Bucket

运行步骤

/ 20

Create the AI Platform notebook instance

运行步骤

/ 25

Download lab notebook

运行步骤

/ 25

Train and deploy the Model for Predictions

运行步骤

/ 30