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Baseline: Data, ML, AI

8 Labs · 8 Credits · 4h 15m

Service Area (Beginner) Ml

This Quest of all-Introductory-level Self-Paced Labs is intended for the complete beginner in Google Cloud. In these short hands-on labs, you will get your first-touch experiences with a subset of the Google Cloud services that provide tools for working with big (and small!) data and machine learning / artificial intelligence services in Google Cloud.

BigQuery: Qwik Start - Web User Interface

You can use the BigQuery web UI as a visual interface to complete tasks like running queries, loading data, and exporting data. This lab shows you how to query public tables and load sample data into BigQuery using the Web UI.

Icon  intro introductory 1 Credit 30 Minutes

BigQuery: Qwik Start - Command Line

This hands-onlab shows you how to query public tables and load sample data into BigQuery using the Command Line Interface.

Icon  intro introductory 1 Credit 30 Minutes

Bigtable: Qwik Start - Command Line

Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line.

Icon  intro introductory 1 Credit 30 Minutes

Bigtable: Qwik Start - Hbase Shell

This hands-on lab will show you how to use the HBase shell to connect to a Cloud Bigtable instance.

Icon  intro introductory 1 Credit 30 Minutes

Cloud Natural Language API: Qwik Start

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text.

Icon  intro introductory 1 Credit 40 Minutes

Google Cloud Speech API : Qwik Start

The Google Cloud Speech API enables easy integration of Google speech recognition technologies into developer applications. The Speech API allows you to send audio and receive a text transcription from the service.

Icon  intro introductory 1 Credit 15 Minutes

Dataproc: Qwik Start - Console

This page shows you how to use the Google Cloud Platform Console to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster.

Icon  intro introductory 1 Credit 30 Minutes

Dataproc: Qwik Start - Command Line

This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line.

Icon  intro introductory 1 Credit 30 Minutes

Dataprep: Qwik Start

Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis.

Icon  intro introductory 1 Credit 30 Minutes

Google Cloud Datalab: Qwik Start

Cloud Datalab is an interactive data analysis and machine learning environment designed for Google Cloud Platform. You can use it to explore, analyze, transform, and visuachine learning models from your data

Icon  intro introductory 1 Credit 20 Minutes

Cloud ML Engine: Qwik Start

Cloud ML Engine is an end-to-end machine learning service from Google. This lab shows you how to train a TensorFlow model both locally and on Cloud ML Engine, and then how to deploy your trained model to Cloud ML Engine for serving (prediction).

Icon  intro introductory 1 Credit 1 Hour