Course
Skills Expanded
Applying Machine Learning to your Data with Google Cloud
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.
What you'll learn
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.
Table of contents
Introduction
1min
Introduction to Machine Learning
20mins
Pre-trained ML APIs
12mins
Creating ML Datasets in BigQuery
19mins
Creating ML Models in BigQuery
10mins
- Introducing BigQuery machine learning 5m
- Phases of model building 2m
- BigQuery ML resources 0m
- Lab Intro: Predicting Visitor Return Purchases with BigQuery 2m
- Lab: Predict Visitor Purchases with a Classification Model in BQML v1.5 0m
- Lab: Predict Taxi Fare with a BigQuery ML Forecasting Model v1.5 0m
End of Course Recap
3mins
Course Resources
0mins
