Predict Housing Prices with Tensorflow and AI Platform




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 个小时 30 分钟 7 个积分


Google Cloud Self-Paced Labs


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。
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