In this course, we define what machine learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML.
このコースはFrom Data to Insights with Google Cloud専門講座に属します。
提供:
このコースについて
学習内容
Understand what machine learning is and how it can benefit your business
Differentiate between pre-trained and custom ML models
Create machine learning datasets in BigQuery
Create machine learning models in BigQuery
習得するスキル
- Bigquery
- Machine Learning
- Google Cloud Platform
- Cloud Computing
提供:

Google Cloud
We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.
シラバス - 本コースの学習内容
Introduction
Overview of what you will learn in this course
Introduction to Machine Learning
In this module, we define what Machine Learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels.
Pre-trained ML APIs
In this module we will dive into pre-built and pre-trained ML models that we can access (like image recognition and sentiment analysis) within Cloud Datalab.
Creating ML Datasets in BigQuery
Understand how to create ML datasets with BigQuery.
Creating ML Models in BigQuery
In this module, you will learn how to create machine learning models directly inside of BigQuery. You will learn the new syntax and work through the phases of building, evaluating, and testing an ML model.
End of Course Recap
You've made it to the end! Let's review the lessons learned in the course and what resources are available for continued learning.
レビュー
- 5 stars77.47%
- 4 stars18.56%
- 3 stars3.20%
- 2 stars0.37%
- 1 star0.37%
APPLYING MACHINE LEARNING TO YOUR DATA WITH GOOGLE CLOUD からの人気レビュー
A very good course . Hands on labs provide an experience of real time analysis of data . The instructor is amazing.Some of the labs needs to be updated according to current features.
Really excellently taught course, with really engaging instruction from Evan, super high quality videos and labs and great introduction to ML using GCP
Applying Machine Learning to your Data with GCP it is nice and it is new thing i have learned in my life and also it is good and very use full
This course is pretty interesting. The most interesting of the whole specialization. The labs are cool, but it's all copy & paste. It'd have been nice to have to come up with some solutions myself.
From Data to Insights with Google Cloud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!

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