1929502_9383_161

GoogleCloud: Google Cloud Big Data and Machine Learning Fundamentals

64,00 

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

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About this course

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.

At a glance

  • Institution: GoogleCloud
  • Subject: Computer Science
  • Level: Introductory
  • Prerequisites:
    None
  • Language: English
  • Video Transcript: English
  • Associated programs:
    • Professional Certificate in Google Cloud Data Engineer Learning Path

What you’ll learn

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

Additional information

Weeks

1

Language

English

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