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Engineer Data in Google Cloud: Challenge Lab

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Checkpoints

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Clean your training data

Create a BQML model called taxirides.fare_model

Perform a batch prediction on new data

Engineer Data in Google Cloud: Challenge Lab

1 ora 9 crediti

GSP327

Google Cloud Self-Paced Labs

Overview

You must complete a series of tasks within the allocated time period. Instead of following step-by-step instructions, you'll be given a scenario and a set of tasks - you figure out how to complete it on your own! An automated scoring system (shown on this page) will provide feedback on whether you have completed your tasks correctly.

To score 100% you must complete all tasks within the time period!

When you take a Challenge Lab, you will not be taught BigQuery or Data Engineering concepts. To build the solution to the challenge presented, use skills learned from the labs in the quest this challenge lab is part of. You will be expected to extend your learned skills; you will be expected to change default values, but new concepts will not be introduced.

This lab is only recommended for students who have completed the labs in the Data Engineering Quest. Are you up for the challenge?

Please make sure you review the labs in the Data Engineering Quest before starting this lab!

Topics tested:

  • Create a new BigQuery table from existing data

  • Clean data for ML Model using BigQuery, Dataprep or Dataflow

  • Build and tune a model in BQML

  • Perform a batch prediction into a new table with BQML

Setup

Before you click the Start Lab button

Read these instructions. Labs are timed and you cannot pause them. The timer, which starts when you click Start Lab, shows how long Google Cloud resources will be made available to you.

This Qwiklabs hands-on lab lets you do the lab activities yourself in a real cloud environment, not in a simulation or demo environment. It does so by giving you new, temporary credentials that you use to sign in and access Google Cloud for the duration of the lab.

What you need

To complete this lab, you need:

  • Access to a standard internet browser (Chrome browser recommended).
  • Time to complete the lab.

Note: If you already have your own personal Google Cloud account or project, do not use it for this lab.

Note: If you are using a Pixelbook, open an Incognito window to run this lab.

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