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Big Data and Machine Learning in the google Cloud
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Duration
3 hours session
Course outline
Design
GCP's big-data and machine learning offerings are intended to help customers get the most out of data. These tools are intended to be simple and practical to embed in your applications. This module describes the available big-data and machine learning services and explains the usefulness of each.
Sub-sections:-
Introduction to Big Data and Machine Learning
Google Cloud Big Data Platform
Cloud Dataflow
Cloud Pub/Sub and Cloud Datalab
Google Cloud Machine Learning Platform
Machine learning APIs
Prerequisite knowledge
Familiarity with application development, systems operations, Linux operating systems, and data analytics/machine learning
Learning outcomes
Explain GCP solutions for Big Data and ML
Software / Hardware requirements
Web browser with internet connection
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Developing, Deploying and Monitoring in the google Cloud
3 hours session
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Applications in the Google Cloud
3 hours session
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Storage in the Google Cloud
3 hours session
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