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Google Cloud Big Data and Machine Learning Fundamentals

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Google Cloud Big Data and Machine Learning Fundamentals

magic_button Machine Learning Pipeline Machine Learning Machine Learning Models
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5 Stunden Einsteiger universal_currency_alt 20 Guthabenpunkte

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.

Schließen Sie diese Aktivität ab und holen Sie sich ein Abzeichen! Treiben Sie Ihre Karriere in der Cloud voran, indem Sie allen zeigen, welche Kompetenzen Sie entwickelt haben.

Skill-Logo für Google Cloud Big Data and Machine Learning Fundamentals
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Kursinformationen
Ziele
  • 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.
Voraussetzungen
N/A
Zielgruppe
Data Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud
Verfügbare Sprachen
English, español (Latinoamérica), 日本語, 한국어, français, português (Brasil), українська und italiano
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