이 과정에서는 데이터-AI 수명 주기를 지원하는 Google Cloud 빅데이터 및 머신러닝 제품과 서비스를 소개합니다. Google Cloud에서 Vertex AI를 사용하여 빅데이터 파이프라인 및 머신러닝 모델을 빌드하는 프로세스, 문제점 및 이점을 살펴봅니다.
Google Cloud Big Data and Machine Learning Fundamentals 한국어
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Google Cloud Big Data and Machine Learning Fundamentals 한국어
Instructor: Google Cloud Training
Included with 
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Google Cloud의 데이터-AI 수명 주기와 주요 빅데이터 및 머신러닝 제품 알아보기
Dataflow 및 Pub/Sub로 스트리밍 파이프라인 설계하기
BigQuery로 대규모 빅데이터 분석하기
Google Cloud에서 머신러닝 솔루션을 빌드하는 여러 옵션 알아보기
Details to know
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Assessments
5 assignments
Taught in Korean
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There are 7 modules in this course
이 섹션에서는 빅데이터 및 머신러닝 기초 과정을 시작하는 학습자를 환영하고 과정 구조와 목표를 살펴봅니다.
What's included
2 videos1 reading
이 섹션에서는 Google Cloud 인프라의 주요 구성요소를 살펴봅니다. Google Cloud의 데이터-AI 수명 주기를 지원하는 빅데이터 및 머신러닝 제품과 서비스도 소개합니다.
What's included
10 videos1 reading1 assignment1 app item
이 섹션에서는 스트리밍 데이터 관리를 위한 Google Cloud 솔루션을 소개합니다. Pub/Sub을 사용한 데이터 수집, Dataflow를 사용한 데이터 처리, Looker 및 데이터 스튜디오를 사용한 데이터 시각화를 포함하는 엔드 투 엔드 파이프라인을 살펴봅니다.
What's included
9 videos1 reading1 assignment1 app item
이 섹션에서는 Google의 완전 관리형 서버리스 데이터 웨어하우스인 BigQuery를 소개합니다. BigQuery ML을 살펴보고, 커스텀 머신러닝 모델을 빌드하는 데 사용되는 프로세스와 주요 명령어도 알아봅니다.
What's included
9 videos1 reading1 assignment1 app item
이 섹션에서는 Google Cloud에서 머신러닝 모델을 빌드하는 네 가지 옵션을 알아봅니다. ML 프로젝트를 빌드하고 수명 주기를 관리하는 Google의 통합 플랫폼인 Vertex AI도 소개합니다.
What's included
8 videos1 reading1 assignment
이 섹션에서는 Vertex AI의 3가지 주요 머신러닝 워크플로 단계(데이터 준비, 모델 학습, 모델 준비)를 살펴봅니다. 학습자는 AutoML을 사용하여 머신러닝 모델을 빌드하는 연습을 해 봅니다.
What's included
8 videos1 reading1 assignment1 app item
이 섹션에서는 과정에서 다룬 내용을 검토하고 추가 학습을 위한 리소스를 제공합니다.
What's included
1 video
Instructor
Offered by
Recommended if you're interested in Machine Learning
Google Cloud
Google Cloud
Google Cloud
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Frequently asked questions
Before enrolling in this course, participants should have roughly one (1) year of experience with one or more of the following:
• A common query language such as SQL
• Extract, transform, load activities
• Data modeling
• Machine learning and/or statistics
• Programming in Python
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Note: There is a known issue with certain EU countries where individuals are not able to sign up, but you may sign up as "business" status and intend to see a potential economic benefit from the trial. More details at: https://support.google.com/cloud/answer/6090602
More Google Cloud Platform free trial FAQs are available at: https://cloud.google.com/free-trial/
For more details on how the free trial works, visit our documentation page: https://cloud.google.com/free-trial/docs/
If your current Google account is no longer eligible for the Google Cloud Platform free trial, you can create another Google account. Your new Google account should be used to sign up for the free trial.