Predict Housing Prices with Tensorflow and AI Platform
2시간
크레딧 7개
GSP418
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.
이 실습의 나머지 부분과 기타 사항에 대해 알아보려면 Qwiklabs에 가입하세요.
- Google Cloud Console에 대한 임시 액세스 권한을 얻습니다.
- 초급부터 고급 수준까지 200여 개의 실습이 준비되어 있습니다.
- 자신의 학습 속도에 맞춰 학습할 수 있도록 적은 분량으로 나누어져 있습니다.
점수
—/100
Create Storage Bucket
/ 20
Create the AI Platform notebook instance
/ 25
Download lab notebook
/ 25
Train and deploy the Model for Predictions
/ 30