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Coursera: Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform

 with  Google Cloud Training
This 1-week, accelerated course builds upon previous courses in the Data Engineering on Google Cloud Platform specialization. Through a combination of video lectures, demonstrations, and hands-on labs, you'll learn how to create and manage computing clusters to run Hadoop, Spark, Pig and/or Hive jobs on Google Cloud Platform. You will also learn how to access various cloud storage options from their compute clusters and integrate Google’s machine learning capabilities into their analytics programs.

In the hands-on labs, you will create and manage Dataproc Clusters using the Web Console and the CLI, and use cluster to run Spark and Pig jobs. You will then create iPython notebooks that integrate with BigQuery and storage and utilize Spark. Finally, you integrate the machine learning APIs into your data analysis.

Pre-requisites
• Google Cloud Platform Big Data & Machine Learning Fundamentals (or equivalent experience)
• Some knowledge of Python

Syllabus

Module 1: Introduction to Cloud Dataproc


Module 2: Running Dataproc jobs


Module 3: Leveraging GCP


Module 4: Analyzing Unstructured Data


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Cost Free Online Course (Audit)
Subject Big Data
Institution Google Cloud
Provider Coursera
Language English
Certificates Paid Certificate Available
Hours 5-7 hours a week
Calendar 1 weeks long
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