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Baseline: Data, ML, AI

Introductory 13 Laboratórios 7h 40m 13 Créditos

Big data, machine learning, and artificial intelligence are today’s hot computing topics, but these fields are quite specialized and introductory material is hard to come by. Fortunately, GCP provides user-friendly services in these areas and Qwiklabs has you covered with this introductory-level quest, so you can take your first steps with tools like Big Query, Cloud Speech API, and Cloud ML Engine. Want extra help? 1-minute videos walk you through key concepts for each lab.

Quest Outline

Laboratório prático

Introduction to SQL for BigQuery and Cloud SQL

In this lab you will learn fundamental SQL clauses and will get hands on practice running structured queries on BigQuery and Cloud SQL.

Laboratório prático

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 videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

Inglês Français
Laboratório prático

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 videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

Inglês Français
Laboratório prático

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. Watch the short video Bigtable: Qwik Start - Qwiklabs Preview.

Laboratório prático

Bigtable: Qwik Start — shell do HBase

Veja neste laboratório prático como usar o shell do HBase para se conectar com a instância do Cloud Bigtable.

Deutsch Inglês Español Unknown Français Japonês Unknown Português
Laboratório prático

Cloud Natural Language API: Qwik Start

The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch these short videos Gain Valuable Insights from Text with Cloud Natural Language and Cloud Natural Language: Qwik Start - Qwiklabs Preview.

Laboratório prático

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 these short videos Powerful Speech Recognition Using Google Machine Learning and Google Cloud Speech: Qwik Start - Qwiklabs Preview

Laboratório prático

Dataproc: Qwik Start - Console

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. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

Inglês Japonês
Laboratório prático

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. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

Laboratório prático

Dataprep: Qwik Start

Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis. Watch the short video Dataprep: Qwik Start - Qwiklabs Preview.

Laboratório prático

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.

Laboratório prático

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch these short videos Harness the Power of Machine Learning with Cloud ML Engine and Cloud ML Engine: Qwik Start - Qwiklabs Preview.

Laboratório prático

Data Studio: Qwik Start

Data Studio lets you create dynamic, visually compelling reports and dashboards. Watch the short video Data Studio: Qwik Start - Qwiklabs Preview.

Laboratório prático

Google Genomics: Qwik Start

Google Genomics is at the forefront of organizing the world's genomic information. In this lab, you will use Google's implementation of htsget and SAM Tools—popular APIs in the big genome data field to analyze large files of genomic data. Watch the short video Google Genomics: Qwik Start - Qwiklabs Preview.

Laboratório prático

Dataflow: Qwik Start - Templates

This page shows you how to create a streaming pipeline using a Google-Provided Cloud Dataflow template.

Laboratório prático

Dataflow: Qwik Start - Python

In this lab you will set up your Python development environment, get the Cloud Dataflow SDK for Python, and run an example pipeline using the Google Cloud Platform Console.

Laboratório prático

Cloud Filestore: Qwik Start

Cloud Filestore is a managed file storage service for applications that require a filesystem interface and a shared filesystem for data. Filestore gives users a simple, native experience for standing up managed Network Attached Storage (NAS) with their Google Compute Engine and Kubernetes Engine instances.

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