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Data Analyst Learning Path

school 12 activities
update Last updated 10개월
person Managed by Google Cloud
데이터 분석가는 데이터를 수집하고 분석하여 문제 해결에 도움이 되는 추세를 파악하고 유용한 정보를 도출합니다. 이 학습 과정에서는 선별된 주문형 과정, 실습, 기술 배지를 통해 데이터 분석가 업무에 필수적인 Google Cloud 기술을 사용한 실무 경험을 제공합니다. 과정을 완료한 후에는 700개 이상의 실습 및 과정이 포함된 카탈로그를 확인하고 전문가 여정을 계속 진행하세요.
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01

Google Cloud 실무형 실습 둘러보기

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access_time 45분
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이 첫 번째 실무형 실습에서는 Google Cloud 콘솔에 액세스해 Google Cloud의 기본 기능인 프로젝트, 리소스, IAM 사용자, 역할, 권한, API를 사용해 봅니다.

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02

Introduction to Data Analytics on Google Cloud

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access_time 8시간
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This introductory course explores the basics of data analysis, including collection, storage, exploration, visualization, and sharing. This course also introduces Google Cloud's data analytics tools and services. Through video lectures, demos, quizzes, and hands-on labs, this course demonstrates how to...

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03

Analyzing and Visualizing Data in Looker

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access_time 3시간 30분
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In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's...

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04

Developing Data Models with LookML

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access_time 24시간
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This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start...

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05

Prepare Data for ML APIs on Google Cloud

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access_time 6시간 30분
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초급 Prepare Data for ML APIs on Google Cloud 기술 배지를 완료하여 Dataprep by Trifacta로 데이터 정리, Dataflow에서 데이터 파이프라인 실행, Dataproc에서 클러스터 생성 및 Apache Spark 작업 실행, Cloud Natural Language API, Google Cloud Speech-to-Text API, Video Intelligence API를...

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06

Prepare Data for Looker Dashboards and Reports

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access_time 4시간 45분
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초급 Prepare Data for Looker Dashboards and Reports 기술 배지를 획득하여 데이터 필터링, 정렬, 피벗팅, 다른 Looker Explore의 결과 병합, 함수 및 연산자를 사용해 Looker 대시보드 보고서를 빌드하여 데이터를 분석 및 시각화하는 기술 역량을 입증하세요. 기술 배지는 Google Cloud 제품...

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07

Derive Insights from BigQuery Data

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access_time 4시간 45분
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Complete the introductory Derive Insights from BigQuery Data skill badge to demonstrate skills in the following: write SQL queries, query public tables, load sample data into BigQuery, troubleshoot common syntax errors with the query validator in BigQuery, and create reports...

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08

Create ML Models with BigQuery ML

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access_time 5시간 30분
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중급 Create ML Models with BigQuery ML 기술 배지 과정을 완료하면 BigQuery ML로 머신러닝 모델을 만들고 평가하여 데이터 예측을 수행할 수 있는 기술 역량을 입증할 수 있습니다. 기술 배지는 Google Cloud 제품 및 서비스 숙련도에 따라 Google Cloud에서 독점적으로 발급하는...

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09

Applying Advanced LookML Concepts in Looker

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access_time 5시간 15분
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In this course, you will get hands-on experience applying advanced LookML concepts in Looker. You will learn how to use Liquid to customize and create dynamic dimensions and measures, create dynamic SQL derived tables and customized native derived tables, and...

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10

Data Catalog Fundamentals

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access_time 4시간
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Data Catalog is a fully managed and scalable metadata management service that empowers organizations to quickly discover, understand, and manage all of their data. In this quest you will start small by learning how to search and tag data assets...

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11

Build LookML Objects in Looker

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access_time 5시간 15분
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Complete the introductory Build LookML Objects in Looker skill badge to demonstrate skills in the following: building new dimensions and measures, views, and derived tables; setting measure filters and types based on requirements; updating dimensions and measures; building and refining...

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12

Manage Data Models in Looker

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access_time 7시간
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Complete the intermediate Manage Data Models in Looker skill badge to demonstrate skills in the following: maintaining LookML project health; utilizing SQL runner for data validation; employing LookML best practices; optimizing queries and reports for performance; and implementing persistent derived...

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