Cloud Data Science: Virtual Machines & HDInsight

Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level

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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