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Hands-On Machine Learning with Azure

You're reading from   Hands-On Machine Learning with Azure Build powerful models with cognitive machine learning and artificial intelligence

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Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781789131956
Length 340 pages
Edition 1st Edition
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Authors (6):
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Jen Stirrup Jen Stirrup
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Jen Stirrup
Ryan Murphy Ryan Murphy
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Ryan Murphy
Anindita Basak Anindita Basak
Author Profile Icon Anindita Basak
Anindita Basak
Thomas K Abraham Thomas K Abraham
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Thomas K Abraham
Parashar Shah Parashar Shah
Author Profile Icon Parashar Shah
Parashar Shah
Lauri Lehman Lauri Lehman
Author Profile Icon Lauri Lehman
Lauri Lehman
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Toc

Table of Contents (14) Chapters Close

Preface 1. AI Cloud Foundations FREE CHAPTER 2. Data Science Process 3. Cognitive Services 4. Bot Framework 5. Azure Machine Learning Studio 6. Scalable Computing for Data Science 7. Machine Learning Server 8. HDInsight 9. Machine Learning with Spark 10. Building Deep Learning Solutions 11. Integration with Other Azure Services 12. End-to-End Machine Learning 13. Other Books You May Enjoy

Configuring the data science virtual machine

If you are using the Ubuntu Linux DSVM edition, there is a requirement to do a one-time setup step to enable a local single node Hadoop HDFS and YARN instance. By default, Hadoop services are installed but disabled on the DSVM. In order to enable it, it is necessary to run the following commands as root the first time:

echo -e 'y\n' | ssh-keygen -t rsa -P '' -f ~hadoop/.ssh/id_rsa
cat ~hadoop/.ssh/id_rsa.pub >> ~hadoop/.ssh/authorized_keys
chmod 0600 ~hadoop/.ssh/authorized_keys
chown hadoop:hadoop ~hadoop/.ssh/id_rsa
chown hadoop:hadoop ~hadoop/.ssh/id_rsa.pub
chown hadoop:hadoop ~hadoop/.ssh/authorized_keys
systemctl start hadoop-namenode hadoop-datanode hadoop-yarn

You can stop the Hadoop-related services when you do not need them by executing the following command:

systemctl stop hadoop-namenode hadoop-datanode...
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