Data Engineering

9 ラボ · 53 クレジット · 6時 15分

Use Case (Advanced) Data engineering

Batch Load Data Into BigQuery

BigQuery is Google's fully managed, low cost analytics database. With BigQuery you can query many terabytes of data without having any infrastructure to manage or needing a DBA. In this lab, we will load a dataset into BigQuery and query it.

Icon  fundamental fundamental 5クレジット 30 分

Working with Google Cloud Dataprep

Cloud Dataprep is Google's self-service data preparation tool. In this lab, you will learn how to use Cloud Dataprep to clean and enrich multiple datasets using a mock use case scenario of customer info and purchase history.

Icon  fundamental fundamental 5クレジット 1 時間

Provisioning and Using a Managed Hadoop/Spark Cluster with Cloud Dataproc (Command Line)

In this lab you will learn how to start a managed Spark/Hadoop cluster using Google Cloud Dataproc, submit a sample Spark job, and shut down your cluster using the command line.

Icon  fundamental fundamental 5クレジット 40 分

Run a Big Data Text Processing Pipeline in Cloud Dataflow

In this lab you will use Google Cloud Dataflow to create a Maven project with the Cloud Dataflow SDK, and run a distributed word count pipeline using the Google Cloud Platform Console.

Icon  advanced advanced 7クレジット 40 分

Translate Text with the Cloud Translation API

The Cloud Translation allows you to translate an arbitrary string into any supported language. In this hands-on lab you’ll learn how to use the Cloud Translation API to translate text and detect the language of text if the language is unknown.

Icon  fundamental fundamental 5クレジット 30 分

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

The Cloud Vision API lets you understand the content of an image by encapsulating powerful machine learning models in a simple REST API. In this lab you’ll send an image to the Cloud Vision API and have it identify objects, faces, and landmarks.

Icon  advanced advanced 7クレジット 45 分

Speech to Text Transcription with the Cloud Speech API

The Cloud Speech API lets you do speech to text transcription from audio files in over 80 languages. In this hands-on lab you’ll record your own audio file and send it to the Speech API for transcription.

Icon  fundamental fundamental 5クレジット 30 分

Entity and Sentiment Analysis with the Natural Language API

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

Icon  fundamental fundamental 5クレジット 40 分

Image Classification With Cloud ML Engine & Datalab via Cloud Shell

Image classification used to require a lot of training data and huge compute resources. Learn how you can use transfer learning & a pre-trained image model to train with much less data & time using Cloud ML Engine & Datalab.

Icon  expert expert 9クレジット 1 時間