Google Cloud Big Data and Machine Learning Fundamentals

This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

Objectives

• Recognize the data-to-AI lifecycle on Google Cloud and the major big data and machine learning products.

• Design streaming pipelines with Dataflow and Pub/Sub.

• Analyze big data at scale with BigQuery.

• Identify different options to build machine learning solutions on Google Cloud.

• Describe a machine learning workflow and the key steps with Vertex AI.

• Build a machine learning pipeline using AutoML.

Audience

Data Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud.

Earn Badges

• Upon finishing the required items in a course, you will earn a badge of completion. Badges can be viewed on your profile and shared with your social network.