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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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Table of Contents (15) Chapters Close

Preface 1. Section 1: Introduction and Foundation FREE CHAPTER
2. Introduction to IBM Cloud 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 IBM Cloud

What can we say about the IBM Cloud environment? What makes it unique and so exciting? To start, the IBM Cloud platform (formerly known as Bluemix) actually combines platform as a service (PaaS) with infrastructure as a service (IaaS) and, in addition, offers a collection or catalog of cloud services that you can integrate with PaaS and IaaS to efficiently build individual, enterprise, or even global innovative applications.

Some other key points on the IBM Cloud (from a developer perspective) include the following:

  • You can develop in what is called a cloud without borders, which means that you can connect private services to the public IBM Cloud services that are available from IBM
  • You can expect to see a continuously growing number of services and runtime frameworks being added and becoming available to you
  • You can take an idea from start, to development...
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