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Predict Housing Prices with Tensorflow and AI Platform

Predict Housing Prices with Tensorflow and AI Platform

1 jam 7 Kredit

GSP418

Google Cloud Self-Paced Labs

Overview

In this lab, you will build an end to end machine learning solution using Tensorflow 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.

Bergabunglah dengan Qwiklabs untuk membaca tentang lab ini selengkapnya... beserta informasi lainnya!

  • Dapatkan akses sementara ke Google Cloud Console.
  • Lebih dari 200 lab mulai dari tingkat pemula hingga lanjutan.
  • Berdurasi singkat, jadi Anda dapat belajar dengan santai.
Bergabung untuk Memulai Lab Ini
Skor

—/100

Create Storage Bucket

Jalankan Langkah

/ 20

Create the AI Platform notebook instance

Jalankan Langkah

/ 25

Download lab notebook

Jalankan Langkah

/ 25

Train and deploy the Model for Predictions

Jalankan Langkah

/ 30