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Bayesian Networks in Swift [Integrated Course]
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What do you get with a Packt Subscription?
This book & 7000+ ebooks & video courses on 1000+ technologies
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50+ new titles added every month on new and emerging tech
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50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
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50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
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Download this video in MP4 format, plus a monthly download credit
This book & 6500+ ebooks & video courses on 1000+ technologies
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50+ new titles added every month on new and emerging tech
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Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with eBook?
Download this book in EPUB and PDF formats
Access this title in our online reader
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Get a paperback copy of the book delivered to your specified Address*
Download this book in EPUB and PDF formats
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Get a paperback copy of the book delivered to your specified Address*
Access this title in our online reader
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Download this video in MP4 format
Access this title in our online reader
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Stream this video
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What do you get with Audiobook?
Download a zip folder consisting of audio files (in MP3 Format) along with supplementary PDF
What do you get with Exam Trainer?
Flashcards, Mock exams, Exam Tips, Practice Questions
Access these resources with our interactive certification platform
Mobile compatible-Practice whenever, wherever, however you want
About this
video
Swift is a new, general-purpose, multi-paradigm, and compiled programming language developed by Apple Inc. for iOS, macOS, watchOS, tvOS, and Linux.
This course presents how to implement optimized data structures for structure learning and inference for Bayesian Networks. The examples used in this course are very practical and grounded with examples from real-world data.
This course begins with Swift-implemented exercises using Bayesian Networks. You will learn various algorithms such as genetic, hill climbing, and EM.
You will gradually progress to learn Swift-implemented Bayesian Network applications. In this topic, you will understand concepts such as MSR’s TrueSkill algorithm, turbo codes, and decision-theoretic troubleshooting. Finally, you will learn the concept of speech recognition with HMMs.
By the end of this course, you will see how to leverage the tools Swift provides to help you build AI systems really fast, scalable, and easy to reason about.
Key Features
- Explore structure learning implementation
- Learn Swift-implemented Bayesian Network structure learning algorithms
- Understand Swift-implemented Bayesian Network applications
- Take 25 assessments specific to the course
- Create a mini-project by the end of this course
Who this course is for
This course is for developers who are familiar with the Swift language and Bayesian Network concepts. If you want to build scalable AI systems using Bayesian Networks in Swift, then this course is for you.
- Publication date:
- August 2017
- Publisher
- Packt
- Duration
- 2 hours
- ISBN
- 9781788398046