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Create ML Models with BigQuery ML

Fundamental 6단계 7시간 크레딧 34개

Want to build ML models in minutes instead of hours using just SQL? BigQuery ML democratizes machine learning by letting data analysts create, train, evaluate, and predict with machine learning models using existing SQL tools and skills. In this series of labs, you will experiment with different model types and learn what makes a good model. Complete this quest including the the challenge lab at the end to receive an exclusive Google Cloud digital badge. The challenge lab does not provide prescriptive steps, but require solutions to be built with minimal guidance and will put your Google Cloud technology skills to the test!

기본 요건:

It is recommended that students have familiarity with SQL and completed the BigQuery Basics for Data Analysts Quest before attempting these labs.

Quest Outline

실습

Getting Started with BQML

In this lab you'll learn how to use BigQuery to create machine learning models for datasets to create a model that predicts whether a visitor will make a transaction.

Deutsch English español (Latinoamérica) français 日本語 português (Brasil)
실습

Predict Visitor Purchases with a Classification Model in BQML

In this lab you will use a newly available ecommerce dataset to run some typical queries that businesses would want to know about their customers’ purchasing habits.

Deutsch English español (Latinoamérica) français 日本語 português (Brasil)
실습

BigQuery ML 예측 모델을 사용하여 택시 요금 예측하기

이 실습에서는 BigQuery 공개 데이터세트에서 제공되는 수백만 건의 뉴욕 옐로캡 택시 운행 데이터를 살펴보고, BigQuery 내에서 ML 모델을 생성하여 요금을 예측하며, 이러한 예측을 수행하는 모델의 성능을 평가해봅니다.

Deutsch English español (Latinoamérica) français 日本語 한국어 português (Brasil)
실습

Google 머신러닝을 사용한 브라켓톨로지

이 실습에서는 머신러닝(ML)을 사용하여 공개 NCAA 데이터세트를 분석하고 NCAA 토너먼트 브라켓(대진표)을 예측합니다.

Deutsch English español (Latinoamérica) français 日本語 한국어 português (Brasil)
실습

Implement a Helpdesk Chatbot with Dialogflow & BigQuery ML

In this lab you will train a simple machine learning model for predicting helpdesk response time using BigQuery Machine Learning.

Deutsch English español (Latinoamérica) français 日本語 português (Brasil)
실습

Create ML Models with BigQuery ML: Challenge Lab

This challenge labs tests your skills in developing and using machine learning models using BigQuery

English español (Latinoamérica) français 日本語 português (Brasil)

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