Google Cloud Platform Big Data and Machine Learning Fundamentals

PT25147
Summary
This course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.
Prerequisites
To get the most of out of this course, you should have:
  • Basic proficiency with common query language such as SQL
  • Experience with data modeling, extract, transform, load activities
  • Developing applications using a common programming language such Python
  • Familiarity with machine learning and/or statistics
Duration
1 Day/Lecture & Lab
Audience
This course is intended for the following participants:
  • Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform
  • Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualising query results and creating reports
  • Executives and IT decision makers evaluating Google Cloud Platform for use by data scientists
Topics
  • Introducing Google Cloud Platform
  • Compute and Storage Fundamentals
  • Data Analytics on the Cloud
  • Scaling Data Analysis
  • Machine Learning
  • Data Processing Architectures
  • Summary

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