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Practical Java Machine Learning: Projects with Google Cloud Platform and Amazon Web Services
book

Practical Java Machine Learning: Projects with Google Cloud Platform and Amazon Web Services

by Mark Wickham
October 2018
Intermediate to advanced
410 pages
8h 38m
English
Apress
Content preview from Practical Java Machine Learning: Projects with Google Cloud Platform and Amazon Web Services
© Mark Wickham 2018
Mark WickhamPractical Java Machine Learninghttps://doi.org/10.1007/978-1-4842-3951-3_2

2. Data: The Fuel for Machine Learning

Mark Wickham1 
(1)
Irving, TX, USA
 
Machine learning is all about data. This chapter will explore the many aspects of data with the goal of meeting the following objectives:

  • Review the data explosion and three megatrends that are making this machine learning revolution possible.

  • Introduce the importance of data and reprogramming yourself to think like a data scientist.

  • Review different categories of data.

  • Review various formats of unstructured data, including CSV, ARFF, and JSON.

  • Use the OpenOffice Calc program to prepare CSV data.

  • Find and use publicly available data.

  • Introduce techniques for creating your own ...

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Publisher Resources

ISBN: 9781484239513Purchase LinkPublisher Website