Course details

Cloud Data Science: Virtual Machines & HDInsight

Cloud Data Science: Virtual Machines & HDInsight


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

Discover how to use a data science VM and HDInsights with Azure Machine Learning Studio. 



Expected Duration (hours)
1.3

Lesson Objectives

Cloud Data Science: Virtual Machines & HDInsight

  • create a Windows data science VM on Azure
  • create an Ubuntu data science VM on Azure
  • create a CentOS data science VM on Azure
  • create a deep learning VM on Azure
  • create a Geo AI data science VM on Azure
  • describe the types of clusters in HDInsight and determine how to choose the appropriate one
  • describe Exploratory Data Analysis (EDA) with Spark SQL
  • build and use Machine Learning models with Spark on HDInsight
  • build and use Machine Learning models using MapReduce on HDInsight
  • describe R Server on HDInsight
  • build and use Machine Learning models using R Server on HDInsight
  • use HDInsight on Azure on Azure
  • Course Number:
    it_dfpdsm_12_enus

    Expertise Level
    Expert