About this Course

Flexible deadlines
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Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Beginner Level
Approx. 20 hours to complete
English

What you will learn

  • 데이터 품질을 개선하고 탐색적 데이터 분석을 수행하는 방법 설명

  • Vertex AI 및 BigQuery ML을 사용한 AutoML 모델 빌드 및 학습

  • 손실 함수 및 성능 측정항목을 사용하여 모델 최적화 및 평가

  • 반복 가능하고 확장 가능한 학습, 평가, 테스트 데이터 세트 생성

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Beginner Level
Approx. 20 hours to complete
English

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

Week
1
Week 1
1 minute to complete

과정 소개

1 minute to complete
1 video (Total 1 min)
4 hours to complete

데이터 파악하기: 탐색적 데이터 분석을 통한 데이터 품질 개선

4 hours to complete
9 videos (Total 57 min), 1 reading, 3 quizzes
3 hours to complete

머신러닝의 실제 사용 사례

3 hours to complete
6 videos (Total 45 min), 1 reading, 2 quizzes
Week
2
Week 2
4 hours to complete

Vertex AI를 사용한 AutoML 모델 학습

4 hours to complete
7 videos (Total 38 min), 1 reading, 2 quizzes
4 hours to complete

BigQuery 머신러닝: 데이터가 위치한 곳에서 ML 모델 개발

4 hours to complete
8 videos (Total 30 min), 1 reading, 3 quizzes
Week
3
Week 3
1 hour to complete

최적화

1 hour to complete
12 videos (Total 58 min), 1 reading, 1 quiz
1 hour to complete

일반화 및 샘플링

1 hour to complete
5 videos (Total 28 min), 1 reading, 1 quiz
2 hours to complete

과정 요약

2 hours to complete
4 readings

Frequently Asked Questions

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