When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

Why can’t I audit this course?

This course is currently available only to learners who have paid or received financial aid, when available.

Is financial aid available?

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Smart Analytics, Machine Learning and AI on GC - 한국어

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Smart Analytics, Machine Learning and AI on GC - 한국어

Instructor: Google Cloud Training

Included with

Learn more

9 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

7 hours to complete

Flexible schedule

Learn at your own pace

9 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

7 hours to complete

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.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 assignments

Taught in Korean

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 9 modules in this course

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.

이 모듈에서는 과정과 주제를 소개합니다.

What's included

1 video

이 모듈에서는 Google Cloud의 ML 옵션에 대해 다룹니다.

What's included

4 videos1 assignment

이 모듈에서는 비정형 데이터에 사전 빌드된 ML API를 사용하는 방법을 중점적으로 다룹니다.

What's included

5 videos1 assignment1 app item

5 videos Total 13 minutes

모듈 소개 0 minutes
비정형 데이터는 어렵습니다 3 minutes
데이터 보강용 ML API 4 minutes
실습 소개: Natural Language API를 사용한 비정형 텍스트 분류 1 minute
Coursera: Google Cloud 및 Qwiklabs 시작하기 5 minutes

1 assignment Total 4 minutes

비정형 데이터에 사전 빌드된 ML 모델 API 사용 4 minutes

1 app item Total 60 minutes

실습: Natural Language API를 사용한 비정형 텍스트 분류 60 minutes

이 모듈에서는 Notebooks 사용 방법을 다룹니다.

What's included

4 videos1 assignment1 app item

이 모듈에서는 커스텀 ML 모델을 빌드하는 방법을 다루며 Vertex AI와 TensorFlow Hub를 소개합니다.

What's included

6 videos1 assignment1 app item

6 videos Total 8 minutes

모듈 소개 1 minute
Google Cloud에서 ML을 사용하는 방법 1 minute
Vertex AI Pipelines 4 minutes
TensorFlow Hub 1 minute
실습 소개: Vertex AI에서 파이프라인 실행 0 minutes
요약 0 minutes

1 assignment Total 4 minutes

프로덕션 ML 파이프라인 4 minutes

1 app item Total 60 minutes

실습: Vertex AI에서 파이프라인 실행 60 minutes

이 모듈에서는 BigQuery ML에 대해 다룹니다.

What's included

6 videos1 assignment2 app items

6 videos Total 12 minutes

모듈 소개 0 minutes
빠른 모델 빌드를 위한 BigQuery ML 4 minutes
지원되는 모델 7 minutes
실습 소개: BigQuery ML에서 회귀 모델을 사용한 자전거 여행 시간 예측 0 minutes
실습 소개: BigQuery ML에서 영화 추천 0 minutes
요약 0 minutes

1 assignment Total 4 minutes

BigQuery ML에서 SQL을 사용한 커스텀 모델 빌드 4 minutes

2 app items Total 120 minutes

BigQuery ML에서 회귀 모델을 사용한 자전거 여행 시간 예측 60 minutes
실습: BigQuery ML에서 영화 추천 60 minutes

Vertex AI AutoML을 사용한 커스텀 모델 빌드

What's included

6 videos1 assignment

이 모듈에서는 과정에서 다룬 주제를 요약합니다.

What's included

1 video

모든 모듈의 PDF 링크

What's included

1 reading

Instructor

Google Cloud Training

Google Cloud

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Responsible AI: Applying AI Principles with GC - 한국어
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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.

Smart Analytics, Machine Learning and AI on GC - 한국어

Smart Analytics, Machine Learning and AI on GC - 한국어

What you'll learn

Skills you'll gain

Tools you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There are 9 modules in this course

소개

What's included

분석 및 AI 소개

What's included

비정형 데이터에 사전 빌드된 ML 모델 API 사용

What's included

Notebooks를 사용한 빅데이터 분석

What's included

프로덕션 ML 파이프라인

What's included

BigQuery ML에서 SQL을 사용한 커스텀 모델 빌드

What's included

Vertex AI AutoML을 사용한 커스텀 모델 빌드

What's included

요약

What's included

과정 리소스

What's included

Instructor

Offered by

Explore more from Cloud Computing

Smart Analytics, Machine Learning, and AI on Google Cloud

Responsible AI: Applying AI Principles with GC - 한국어

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

Can I preview a course before enrolling?

When will I have access to the lectures and assignments?

What will I get when I enroll?

More questions