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Hands-On Machine Learning with IBM Watson

You're reading from   Hands-On Machine Learning with IBM Watson Leverage IBM Watson to implement machine learning techniques and algorithms using Python

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789611854
Length 288 pages
Edition 1st Edition
Languages
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Author (1):
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James D. Miller James D. Miller
Author Profile Icon James D. Miller
James D. Miller
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Toc

Table of Contents (15) Chapters Close

Preface 1. Section 1: Introduction and Foundation
2. Introduction to IBM Cloud FREE CHAPTER 3. Feature Extraction - A Bag of Tricks 4. Supervised Machine Learning Models for Your Data 5. Implementing Unsupervised Algorithms 6. Section 2: Tools and Ingredients for Machine Learning in IBM Cloud
7. Machine Learning Workouts on IBM Cloud 8. Using Spark with IBM Watson Studio 9. Deep Learning Using TensorFlow on the IBM Cloud 10. Section 3: Real-Life Complete Case Studies
11. Creating a Facial Expression Platform on IBM Cloud 12. The Automated Classification of Lithofacies Formation Using ML 13. Building a Cloud-Based Multibiometric Identity Authentication Platform 14. Another Book You May Enjoy

Understanding biometrics

If we start by breaking down the word itself, biometrics is derived from the Greek words bio (life) and metrics (to measure), and so biometric relates to the application of statistical analysis to biological data.

Biometric verification is defined as the process by which someone can be uniquely identified by evaluating one (or more) distinguishing biological traits.

Unique identifiers typically used in the process of biometric verification include the following:

  • Fingerprints
  • Hand geometry
  • Earlobe geometry
  • Retina/iris patterns
  • Voice (waves)
  • DNA
  • Signatures

For those of us who are Forensic Files fans, one of the oldest forms of biometric verification is fingerprinting. You can refer to the article in the following link for more details about how the first forensic files came into implementation: http://onin.com/fp/fphistory.html.

Biometric verification...

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