このコースについて

20,420 最近の表示

受講生の就業成果

67%

コース終了後に新しいキャリアをスタートした

55%

コースが具体的なキャリアアップにつながった

12%

昇給や昇進につながった
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
柔軟性のある期限
スケジュールに従って期限をリセットします。
中級レベル
約9時間で修了
英語
字幕:英語, 日本語

習得するスキル

BigqueryMachine LearningGoogle Cloud PlatformCloud Computing

受講生の就業成果

67%

コース終了後に新しいキャリアをスタートした

55%

コースが具体的なキャリアアップにつながった

12%

昇給や昇進につながった
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
柔軟性のある期限
スケジュールに従って期限をリセットします。
中級レベル
約9時間で修了
英語
字幕:英語, 日本語

講師

提供:

Google Cloud ロゴ

Google Cloud

シラバス - 本コースの学習内容

1

1

6分で修了

Introduction

6分で修了
2件のビデオ (合計6分)
2件のビデオ
Qwiklabs Overview5 分
21分で修了

Introduction to Machine Learning

21分で修了
6件のビデオ (合計21分)
6件のビデオ
Demo: Google Photos2 分
What is deep learning?41
ML Applications for Business3 分
ML Terms: Instances, Features, Labels3 分
The Spectrum of ML Tools3 分
1の練習問題
Introduction to Machine Learning
2時間で修了

Pre-trained ML APIs

2時間で修了
9件のビデオ (合計52分)
9件のビデオ
Demo: Cloud Translate and Vision APIs5 分
Demo: Natural Language Processing API3 分
Collaborative Notebooks in the Cloud5 分
Demo: Cloud Datalab with BigQuery and Google Analytics7 分
Accessing BigQuery datasets from Cloud Datalab15 分
Visualizing Datasets in Charts1 分
Lab Overview28
Lab Walkthrough10 分
1の練習問題
Notebooks in the Cloud10 分
2

2

2時間で修了

Creating ​ML Datasets in BigQuery

2時間で修了
8件のビデオ (合計35分)
8件のビデオ
Choosing good features8 分
Exploring and Preprocessing Data1 分
Demo: Exploring and Preprocessing Data6 分
Other Tools for Creating Data Pipelines50
Knowing the Unknowable4 分
Creating Repeatable Dataset Splits2 分
Lab Solution: Creating Repeatable Dataset Splits9 分
1の練習問題
Intro to Machine Learning10 分
4時間で修了

Creating ML Models in BigQuery

4時間で修了
7件のビデオ (合計69分), 2 readings, 3 quizzes
7件のビデオ
Phases of Model Building2 分
Demo: Predicting Taxi Cab Fare10 分
Demo: Creating a Classification Model12 分
Lab Intro: Predicting Visitor Return Purchases with BigQuery2 分
Lab Solution: Predicting Visitor Return Purchases in BigQuery20 分
Demo: AutoML Tables15 分
2件の学習用教材
BigQuery ML Resources10 分
AutoML Tables10 分
1の練習問題
BigQuery ML
3分で修了

End of Course Recap

3分で修了
1件のビデオ (合計3分)
1件のビデオ

レビュー

APPLYING MACHINE LEARNING TO YOUR DATA WITH GCP からの人気レビュー

すべてのレビューを見る

From Data to Insights with Google Cloud Platform専門講座について

Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The courses feature interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The courses also cover data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. This specialization is intended for the following participants: ● Data Analysts, Business Analysts, Business Intelligence professionals ● Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform To get the most out of this specialization, we recommend participants have some proficiency with ANSI SQL. >>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<<...
From Data to Insights with Google Cloud Platform

よくある質問

  • 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.

  • 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.

  • This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.

  • If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project. Learn more.

さらに質問がある場合は、受講者向けヘルプセンターにアクセスしてください。