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Baseline: Data, ML, AI

10 实验练习 · 10 积分 · 5小时 25分钟

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

This lab shows you how to query public tables and load sample data into BigQuery using the Web UI. Watch the short video Get Meaningful Insights with Google BigQuery.

Icon  intro introductory 1 积分 30 分钟

BigQuery: Qwik Start - Command Line

This hands-on lab shows you how to query public tables and load sample data into BigQuery using the Command Line Interface. Watch the short video Get Meaningful Insights with Google BigQuery.

Icon  intro introductory 1 积分 30 分钟

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 积分 30 分钟

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 积分 30 分钟

Cloud Natural Language API: Qwik Start

The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch the short video Gain Valuable Insights from Text with Cloud Natural Language.

Icon  intro introductory 1 积分 40 分钟

Google Cloud Speech API: Qwik Start

The Google Cloud Speech API integrates speech recognition into dev apps; you can now send audio/receive a text transcription. Watch the short video Powerful Speech Recognition Using Google Machine Learning.

Icon  intro introductory 1 积分 15 分钟

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 积分 30 分钟

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 积分 30 分钟

Dataprep: Qwik Start

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

Icon  intro introductory 1 积分 30 分钟

Google Cloud Datalab: Qwik Start

Cloud Datalab is an interactive data analysis and machine learning environment designed for GCP. You can use it to explore, analyze, transform, and visualize your data interactively and to build machine learning models from your data. Watch the short video Easily Analyze and Visualize Large Datasets with Cloud Datalab.

Icon  intro introductory 1 积分 30 分钟

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch the short video Harness the Power of Machine Learning with Cloud ML Engine.

Icon  intro introductory 1 积分 1 小时

Data Studio: Qwik Start

Data Studio lets you create dynamic, visually compelling reports and dashboards

Icon  intro introductory 1 积分 30 分钟

Google Genomics: Qwik Start

Google Genomics helps the life science community organize the world’s genomic information and make it accessible and useful. In this lab you’ll use Google’s implementation of the htsget protocol and SAM Tools to create a project and view some public

Icon  intro introductory 1 积分 30 分钟