머신러닝을 데이터 파이프라인에 통합하면 데이터에서 더 많은 인사이트를 도출할 수 있습니다. 이 과정에서는 머신러닝을 Google Cloud의 데이터 파이프라인에 포함하는 방법을 알아봅니다. 맞춤설정이 거의 또는 전혀 필요 없는 경우에 적합한 AutoML에 대해 알아보고 맞춤형 머신러닝 기능이 필요한 경우를 위해 Notebooks 및 BigQuery 머신러닝(BigQuery ML)도 소개합니다. Vertex AI를 사용해 머신러닝 솔루션을 프로덕션화하는 방법도 다루어 보겠습니다.
Smart Analytics, Machine Learning and AI on GC - 한국어
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
ML, AI, 딥 러닝의 차이를 알아봅니다.
ML API를 비정형 데이터에 사용하는 방법을 알아봅니다.
노트북에서 BigQuery 명령어를 실행합니다.
BigQuery에서 SQL 문법을 사용해 ML 모델을 만듭니다.
Details to know
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August 2024
Assessments
6 quizzes
Taught in Korean
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There are 9 modules in this course
이 모듈에서는 과정과 주제를 소개합니다.
What's included
1 video
이 모듈에서는 Google Cloud의 ML 옵션에 대해 다룹니다.
What's included
4 videos1 quiz
이 모듈에서는 비정형 데이터에 사전 빌드된 ML API를 사용하는 방법을 중점적으로 다룹니다.
What's included
5 videos1 quiz1 app item
이 모듈에서는 Notebooks 사용 방법을 다룹니다.
What's included
4 videos1 quiz1 app item
이 모듈에서는 커스텀 ML 모델을 빌드하는 방법을 다루며 Vertex AI와 TensorFlow Hub를 소개합니다.
What's included
6 videos1 quiz1 app item
이 모듈에서는 BigQuery ML에 대해 다룹니다.
What's included
6 videos1 quiz2 app items
Vertex AI AutoML을 사용한 커스텀 모델 빌드
What's included
6 videos1 quiz
이 모듈에서는 과정에서 다룬 주제를 요약합니다.
What's included
1 video
모든 모듈의 PDF 링크
What's included
1 reading
Instructor
Offered by
Recommended if you're interested in Cloud Computing
University of California, Davis
Princeton University
DeepLearning.AI
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.