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5스텝. 3시간 30분, 5 크레딧.

세부 내용

• Cloud ML Engine: Qwik Start
• Dataprep: Qwik Start
• Dataflow: Qwik Start - Templates
• Dataflow: Qwik Start - Python
• Dataproc: Qwik Start - Console
• Dataproc: Qwik Start - Command Line
• Cloud Natural Language API: Qwik Start
• Google Cloud Speech API: Qwik Start
• Video Intelligence: Qwik Start

참고링크

• Google Cloud Dataproc이란?
• Google Cloud Platform에서 Hadoop 및 Spark 사용해보기 - Dataproc
• Google Cloud Dataproc 사용하기
• https://jungwoon.github.io/google%20cloud/2018/05/27/GCP-Dataproc/

응용들 : AI를 적용해서 결과를 보자.

6회~10회

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Image Classification of Coastline Images Using TensorFlow on Cloud ML Engine
https://google.qwiklabs.com/focuses/1048?parent=catalog
1시간 30분

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
https://google.qwiklabs.com/focuses/1841?parent=catalog
45분

기타 교재들

Scientific Data Processing

https://www.qwiklabs.com/quests/28

8스텝, 8시간, 46 크레딧

• Introduction to SQL for BigQuery and Cloud SQL
• Rent-a-VM to Process Earthquake Data
• Weather Data in BigQuery
• Distributed Image Processing in Cloud Dataproc
• Distributed Computation of NDVI from Landsat Images Using Cloud Dataflow
• Analyzing Natality Data Using Datalab and BigQuery
• Predicting Baby Weight with TensorFlow on Cloud ML Engine
• Image Classification of Coastline Images Using TensorFlow on Cloud ML Engine

Data Engineering

https://www.qwiklabs.com/quests/25

5 스텝, 5시간, 37 크레딧

• Creating a Data Transformation Pipeline with Cloud Dataprep
• Run a Big Data Text Processing Pipeline in Cloud Dataflow
• Building an IoT Analytics Pipeline on Google Cloud Platform
• Streaming IoT Kafka to Google Cloud Pub/Sub
• ETL Processing on GCP Using Dataflow and BigQuery
• Predict Visitor Purchases with a Classification Model in BQML
• Predict Taxi Fare with a BigQuery ML Forecasting Model
• Predict Housing Prices with Tensorflow and Cloud ML Engine

Reference

GCP home : https://console.cloud.google.com/?angularJsUrl=

Qwiklabs home : https://google.qwiklabs.com/